{"meta":{"query_hash":"420ca6129fde","filters":{"venue":"Surgical Innovation"},"cohort_total":103,"direct_labels_cover":0,"predictions_cover":103,"exported":103,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/420ca6129fde","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surgical+Innovation"},"results":[{"id":"W16424956","doi":"10.1177/155335060501200410","title":"Solution to navier-stokes equation in stretched coordinate system","year":2005,"lang":"en","type":"dissertation","venue":"Surgical Innovation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curvilinear coordinates; Cartesian coordinate system; Coordinate system; Elliptic coordinate system; Spherical coordinate system; Mathematics; Mathematical analysis; Navier–Stokes equations; Cylindrical coordinate system; Ellipsoidal coordinates; Algebraic equation; Geometry; Physics; Nonlinear system; Mechanics; Compressibility","score_opus":0.025367460192900093,"score_gpt":0.2682318992214212,"score_spread":0.24286443902852112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W16424956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441478,0.00023741023,0.00039792023,0.0010198383,0.0012324951,0.00056922284,0.000056235483,0.00032957055,0.052009504],"genre_scores_gemma":[0.9878989,0.00002611369,0.00095969305,0.0002287028,0.0002383154,0.000012553342,0.00848226,0.000009863749,0.0021436212],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811023,0.00010547047,0.0006669374,0.0004012408,0.00041301156,0.00030309582],"domain_scores_gemma":[0.9991414,0.000068058565,0.00027071033,0.00020304507,0.00026280197,0.00005398825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000798301,0.00023359356,0.00030184703,0.00088187173,0.00010897946,0.00007827225,0.00022429143,0.00032951916,0.00050380675],"category_scores_gemma":[0.000113205,0.00022543642,0.00005029325,0.0017485659,0.000018991193,0.00030326415,0.00000856821,0.0003612785,0.00037052203],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037097436,0.00004412007,0.008523004,0.00026343856,0.000017830276,0.000036424193,0.00055347465,0.00052229455,0.00029097046,0.0029218215,0.009015639,0.97744],"study_design_scores_gemma":[0.0036143768,0.0008868786,0.24493998,0.004772436,0.00013071606,0.00007423219,0.008515344,0.45381948,0.02989987,0.0049983636,0.24453011,0.003818219],"about_ca_topic_score_codex":0.003006429,"about_ca_topic_score_gemma":0.0005027102,"teacher_disagreement_score":0.9736218,"about_ca_system_score_codex":0.00008875793,"about_ca_system_score_gemma":0.00008970378,"threshold_uncertainty_score":0.91930306},"labels":[],"label_agreement":null},{"id":"W1784436360","doi":"10.1177/1553350615604054","title":"Description and Preliminary Evaluation of a Low-Cost Simulator for Training and Evaluation of Flexible Endoscopic Skills","year":2015,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Medical physics; Endoscope; Endoscopy; Physical therapy; Test (biology); Surgery; Simulation; Computer science","score_opus":0.2566246694347536,"score_gpt":0.42347344354716016,"score_spread":0.16684877411240656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1784436360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99503934,0.00027240993,0.0015334525,0.000087070664,0.00012556723,0.0014225345,0.000007992452,0.000023658105,0.0014879599],"genre_scores_gemma":[0.99897575,0.00000424613,0.0005859545,0.00003037395,0.00007480431,0.00010100172,0.00017682776,0.0000117589525,0.00003927758],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981637,0.00013959249,0.0005463825,0.00021129414,0.0008115684,0.00012747644],"domain_scores_gemma":[0.9967678,0.00028368362,0.00024604754,0.000107614556,0.0025218518,0.0000729964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004403901,0.0001036779,0.00027881993,0.00025994927,0.00003581585,0.000011595823,0.000019964671,0.000114348804,0.00006969372],"category_scores_gemma":[0.0014705516,0.0000934211,0.000031318003,0.00056574895,0.0000800511,0.00019156226,0.000014618669,0.00007166217,6.1627895e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016799187,0.00057025906,0.027174143,0.0002945127,0.00011904592,0.0000015300277,0.003997968,0.009421849,0.0019453462,0.0129748285,0.000029688686,0.94179094],"study_design_scores_gemma":[0.040861804,0.0012470917,0.15337987,0.0005182228,0.0006589104,0.000018767312,0.0016751103,0.78655106,0.0059105237,0.008172719,0.0008056089,0.00020029422],"about_ca_topic_score_codex":0.0000059573954,"about_ca_topic_score_gemma":7.3135044e-7,"teacher_disagreement_score":0.9415906,"about_ca_system_score_codex":0.000080009966,"about_ca_system_score_gemma":0.00022679103,"threshold_uncertainty_score":0.3809602},"labels":[],"label_agreement":null},{"id":"W1965104993","doi":"10.1177/1553350610389826","title":"GOALS-Incisional Hernia: A Valid Assessment of Simulated Laparoscopic Incisional Hernia Repair","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Incisional hernia; Visual analogue scale; Reliability (semiconductor); Competence (human resources); Inter-rater reliability; Abdominal wall; Internal consistency; Physical therapy; General surgery; Surgery; Rating scale; Statistics; Mathematics; Psychology; Patient satisfaction","score_opus":0.09854975551846784,"score_gpt":0.3845161522561013,"score_spread":0.28596639673763347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965104993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620831,0.00003446317,0.000426732,0.0001421048,0.0001956255,0.0002917399,0.000014222258,0.00019005648,0.036621958],"genre_scores_gemma":[0.9958349,0.000004989403,0.002885495,0.00036658256,0.00012408494,0.000008787905,0.0002108635,0.000024053576,0.0005402556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997409,0.00010986873,0.0010088551,0.00036416334,0.00085153914,0.00025659995],"domain_scores_gemma":[0.998122,0.00042418318,0.00027730392,0.00028092117,0.0007745876,0.000121039804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094229914,0.00019718468,0.0004887038,0.0003013603,0.00008353427,0.000010261405,0.000086707885,0.0002270879,0.005498124],"category_scores_gemma":[0.00034767544,0.00015819371,0.00016765308,0.0014125252,0.000106501895,0.00012955173,0.00006679035,0.00034656608,0.00005188466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039151814,0.0032845682,0.83152187,0.00020599234,0.0005559153,0.0007103229,0.00047391135,0.0017081716,0.0031151045,0.12672591,0.00042137262,0.027361691],"study_design_scores_gemma":[0.014971633,0.0008050737,0.89383346,0.00028101803,0.000095689255,0.00006340928,0.000076256816,0.050199542,0.0016056121,0.0032494483,0.034446582,0.00037229696],"about_ca_topic_score_codex":0.00003270521,"about_ca_topic_score_gemma":0.0000017197787,"teacher_disagreement_score":0.12347647,"about_ca_system_score_codex":0.000095969226,"about_ca_system_score_gemma":0.00019828373,"threshold_uncertainty_score":0.995411},"labels":[],"label_agreement":null},{"id":"W1966316938","doi":"10.1177/1553350610395949","title":"A Novel Low-Cost Simulator for Laparoscopic Inguinal Hernia Repair","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Inguinal hernia; Medicine; Hernia repair; Laparoscopy; Simulation; Hernia; General surgery; Surgery; Computer science","score_opus":0.11243378241178682,"score_gpt":0.3504553820888906,"score_spread":0.2380215996771038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966316938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781544,0.000014290286,0.0036707597,0.00012551276,0.00025246714,0.0006264985,0.000010961173,0.0002843517,0.016860759],"genre_scores_gemma":[0.9955154,0.0000010156847,0.0026077027,0.0006888988,0.00029115504,0.000056045854,0.00012912546,0.000023046665,0.0006876016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987775,0.0000149108855,0.00047081226,0.00027006096,0.00022050197,0.00024621558],"domain_scores_gemma":[0.9990483,0.00015842458,0.000110976536,0.00017637326,0.0004167858,0.00008913926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941681,0.00013514022,0.00026064223,0.00016511581,0.000083929335,0.000012601388,0.00004497508,0.00014047684,0.0006743014],"category_scores_gemma":[0.0003973438,0.000114303846,0.00011069126,0.0007817887,0.00005302208,0.000088869296,0.000018286395,0.00016013891,0.00004519134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016188113,0.0051326905,0.29908496,0.0009135074,0.00065936876,0.00039282005,0.0023875763,0.00059047417,0.008391467,0.51374656,0.0011234365,0.15138903],"study_design_scores_gemma":[0.056940973,0.0010724906,0.22063375,0.00048048157,0.00018487062,0.00011772893,0.00022548524,0.0644631,0.01043884,0.002591685,0.641955,0.0008955695],"about_ca_topic_score_codex":0.000013091373,"about_ca_topic_score_gemma":0.0000018432193,"teacher_disagreement_score":0.6408316,"about_ca_system_score_codex":0.00005029139,"about_ca_system_score_gemma":0.00006118306,"threshold_uncertainty_score":0.7383128},"labels":[],"label_agreement":null},{"id":"W1969631216","doi":"10.1177/155335060501200216","title":"Measuring Quality of Life After Surgery","year":2005,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Cancer Care Ontario; Ministry of Health and Long Term Care","funders":"","keywords":"Quality of life (healthcare); Medicine; Reliability (semiconductor); Measure (data warehouse); Quality (philosophy); Health care; Gerontology; Nursing; Data mining; Computer science","score_opus":0.2579717238268695,"score_gpt":0.40656356265816856,"score_spread":0.14859183883129906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969631216","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018368374,0.9874882,0.000013511616,0.00019291043,0.0002296524,0.00050644844,0.000016611246,0.00007045469,0.0096453745],"genre_scores_gemma":[0.001961321,0.99487257,0.00008298769,0.0001710555,0.0008395887,0.00008833245,0.00030184022,0.000051566796,0.0016307101],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569887,0.0004204979,0.002415746,0.00039263678,0.0007753143,0.00029694766],"domain_scores_gemma":[0.9959554,0.0023125596,0.0007202608,0.0004679648,0.00041020155,0.0001336269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026406527,0.00038305364,0.0050792866,0.0006355696,0.00002706817,0.00001775178,0.00007796978,0.00054414663,0.0005384592],"category_scores_gemma":[0.0014569642,0.00027703852,0.0019340923,0.0018294203,0.00009890197,0.000079494384,0.00004129582,0.00046364067,0.00009788287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019546619,0.00013296971,0.002349127,0.013311592,0.000289447,0.0001252845,0.000008470732,1.3366139e-7,2.6298926e-7,0.0060440344,0.00016250175,0.9773807],"study_design_scores_gemma":[0.0003275492,0.000013901241,0.002938389,0.0039237007,0.00034585682,0.00009096011,0.0000028306686,3.4660727e-7,0.0000010259154,0.0000065188838,0.99207765,0.00027128137],"about_ca_topic_score_codex":0.000014610238,"about_ca_topic_score_gemma":9.072881e-7,"teacher_disagreement_score":0.99191517,"about_ca_system_score_codex":0.00012358002,"about_ca_system_score_gemma":0.00053140556,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W1975779047","doi":"10.1177/107155170401100209","title":"Robot-Assisted Remote Telepresence Surgery","year":2004,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Telerobotics; Robotic surgery; Robot; Medicine; Surgical procedures; Surgical robot; Variety (cybernetics); Interface (matter); Human–computer interaction; Robotics; Medical physics; Surgery; Computer science; Artificial intelligence; Mobile robot","score_opus":0.08875027661622827,"score_gpt":0.34573237209918584,"score_spread":0.2569820954829576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975779047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96174026,0.000033505858,0.004439942,0.003031052,0.0002327977,0.0001737812,0.0000012288264,0.00023962701,0.030107792],"genre_scores_gemma":[0.99716705,0.000010280634,0.0013350471,0.0006430675,0.00021573128,0.0000029113037,0.00011759553,0.000014984364,0.00049332425],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868065,0.000029869445,0.0004656669,0.0002430712,0.0003540642,0.00022666703],"domain_scores_gemma":[0.99906063,0.00026762398,0.00010086216,0.00018973775,0.00029480597,0.00008633621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043558856,0.000116371906,0.00025989884,0.00025105022,0.00007998528,0.000024472394,0.000037843412,0.00012368058,0.00044990782],"category_scores_gemma":[0.00048170172,0.000097297256,0.00008961892,0.0020357426,0.00006605789,0.00011503697,0.000018941806,0.00021230445,0.000121999954],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009523254,0.00047143025,0.028849112,0.00008224666,0.000082029146,0.0009789173,0.00009381532,0.0017619241,0.0035485958,0.057812084,0.00025049687,0.90511703],"study_design_scores_gemma":[0.010980614,0.00015066595,0.8033585,0.0004374884,0.000050228275,0.0005306081,0.00007718686,0.0021035466,0.006960958,0.0088298395,0.16597317,0.0005472202],"about_ca_topic_score_codex":0.000034668115,"about_ca_topic_score_gemma":0.0000015496045,"teacher_disagreement_score":0.9045698,"about_ca_system_score_codex":0.000079040445,"about_ca_system_score_gemma":0.00010748132,"threshold_uncertainty_score":0.49261752},"labels":[],"label_agreement":null},{"id":"W1984706038","doi":"10.1177/1553350614531660","title":"Transatlantic Peer-to-Peer Learning","year":2014,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Peer feedback; Upload; Peer learning; Medical education; Peer review; Medicine; Peer support; Peer group; Psychology; World Wide Web; Computer science; Mathematics education; Nursing; Social psychology","score_opus":0.019782267502572018,"score_gpt":0.3361477867907993,"score_spread":0.3163655192882273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984706038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8870751,0.000003727689,0.026258226,0.056898024,0.0005507644,0.0002766045,5.654097e-7,0.00017841182,0.02875858],"genre_scores_gemma":[0.97726315,0.0000012159755,0.0047746,0.0029893569,0.00087869476,0.000035059475,0.00037523647,0.000024584106,0.013658114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980111,0.00005920572,0.00050181063,0.00026499535,0.00090618886,0.00025667707],"domain_scores_gemma":[0.997679,0.00007516311,0.00008458266,0.00022146528,0.0018779888,0.00006177973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019475654,0.00012666365,0.00021862096,0.00048107575,0.00012115841,0.000031413125,0.00007716568,0.00014988917,0.0006131698],"category_scores_gemma":[0.0039859805,0.000112133166,0.000038414786,0.0029578912,0.00005623236,0.000087767636,0.000014843794,0.0005116753,0.00041709532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029660208,0.0005683393,0.025637738,0.0001890782,0.00006375566,0.000025426605,0.001139171,0.00022128639,0.008279041,0.25920805,0.07728942,0.62708205],"study_design_scores_gemma":[0.0010891831,0.00024849738,0.021534154,0.000075253854,0.000025033121,0.00006232009,0.00010928771,0.0033328272,0.0012563625,0.0007611835,0.97134227,0.00016362722],"about_ca_topic_score_codex":0.000010640041,"about_ca_topic_score_gemma":4.9917594e-7,"teacher_disagreement_score":0.89405286,"about_ca_system_score_codex":0.000088277964,"about_ca_system_score_gemma":0.00006743772,"threshold_uncertainty_score":0.6713779},"labels":[],"label_agreement":null},{"id":"W1988419016","doi":"10.1177/107155170401100201","title":"Robot-Assisted Surgery","year":2004,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Robotic surgery; Robot; Surgery; General surgery; Artificial intelligence; Computer science","score_opus":0.08988054221898031,"score_gpt":0.3406564865347347,"score_spread":0.25077594431575434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988419016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624676,0.000027153617,0.0012127275,0.00256821,0.00020585922,0.00012444521,0.0000010173441,0.00020334875,0.0331896],"genre_scores_gemma":[0.997999,0.0000048517586,0.00047375044,0.00077961764,0.00019408987,0.000007326332,0.0001576535,0.000012642329,0.0003710292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989803,0.000018879824,0.00038837144,0.00017475271,0.00026202892,0.00017568709],"domain_scores_gemma":[0.9993449,0.00016454655,0.000075150405,0.00012500212,0.000222615,0.000067813235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033518672,0.00009304342,0.0002178562,0.00022801594,0.00006151608,0.00001872418,0.00002233454,0.00010097033,0.0006367246],"category_scores_gemma":[0.00022473346,0.000076692595,0.000081249964,0.0016192057,0.00004347782,0.0000859313,0.000010845559,0.0001525344,0.00013354117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010264725,0.0009283065,0.057337567,0.00008592455,0.00013317072,0.0011511788,0.00012274913,0.0012147946,0.0028815607,0.2754546,0.00036207447,0.6593016],"study_design_scores_gemma":[0.009718737,0.000107960106,0.79385626,0.00019234169,0.00003807118,0.0003236202,0.00005487879,0.00025655143,0.0037508938,0.0042996705,0.18707055,0.0003304599],"about_ca_topic_score_codex":0.000010946294,"about_ca_topic_score_gemma":9.060899e-7,"teacher_disagreement_score":0.7365187,"about_ca_system_score_codex":0.00007078312,"about_ca_system_score_gemma":0.00008921301,"threshold_uncertainty_score":0.69716877},"labels":[],"label_agreement":null},{"id":"W1989223651","doi":"10.1177/107155170401100205","title":"Robot-Assisted Orthopedic Surgery","year":2004,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Orthopedic surgery; Medicine; Orthopedic Procedures; Robot; Robotics; Surgery; Medical physics; Artificial intelligence; Computer science","score_opus":0.11025998373389322,"score_gpt":0.37101211652550736,"score_spread":0.26075213279161413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989223651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009988144,0.9943978,0.00007677031,0.00013842006,0.0010524769,0.0006709682,0.000044714936,0.00018689939,0.00333206],"genre_scores_gemma":[0.0001949387,0.9929484,0.00013362186,0.00011174244,0.00097462925,0.000056616343,0.002942186,0.00007427115,0.0025636074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971278,0.00009345233,0.0013927078,0.000483022,0.0005023702,0.00040067828],"domain_scores_gemma":[0.99843895,0.00028669828,0.0005442848,0.00037108653,0.00023512162,0.00012388379],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006206324,0.00044092693,0.0020588206,0.0007771959,0.00010374117,0.000038379236,0.00006269943,0.000552702,0.0008427652],"category_scores_gemma":[0.00023290272,0.0003072236,0.00055546896,0.0025671215,0.00010583496,0.000090657275,0.000050755927,0.000697089,0.00038312512],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001892446,0.00013501209,0.000060554958,0.010678706,0.000112654045,0.0009853233,0.0000023127648,1.1157218e-7,1.04346334e-7,0.0018319574,0.0011749305,0.9849994],"study_design_scores_gemma":[0.00049143255,0.00005296204,0.0003036981,0.019412423,0.000402284,0.0032620155,0.0000016814162,5.3778234e-7,2.1696586e-7,0.000016108397,0.97575647,0.0003001927],"about_ca_topic_score_codex":0.00000892763,"about_ca_topic_score_gemma":9.64324e-7,"teacher_disagreement_score":0.9846992,"about_ca_system_score_codex":0.00017854353,"about_ca_system_score_gemma":0.0012877814,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W1989339459","doi":"10.1177/1553350608327170","title":"Beyond the Operating Room: A Simulator for Sacroiliac Screw Insertion","year":2008,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Sacroiliac joint; Simulation; Surgery; Computer science","score_opus":0.041210370145831614,"score_gpt":0.3185131336481297,"score_spread":0.2773027635022981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989339459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99074006,0.00018954974,0.0017149202,0.0038878974,0.00013009047,0.00043662757,0.0000068774175,0.00006275872,0.002831228],"genre_scores_gemma":[0.9948777,0.000015103846,0.0007924887,0.0018001585,0.00042788225,0.00004376188,0.00014201185,0.000013269323,0.0018876216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991382,0.000022690532,0.00031717776,0.00015740753,0.00019958057,0.00016496886],"domain_scores_gemma":[0.99929124,0.00010303518,0.000071903196,0.00015967309,0.0003461148,0.000028041093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034172024,0.0000946643,0.00016582916,0.000068695335,0.00031391875,0.000018773504,0.00004748056,0.00008094063,0.00008380857],"category_scores_gemma":[0.00028655777,0.000060092825,0.00005454075,0.0005815911,0.0000756886,0.00012358798,0.000019583917,0.00013914335,0.00002243318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035565046,0.001355016,0.10754118,0.00052099314,0.0004960401,0.00026113936,0.0032219246,0.0009156487,0.15043332,0.5506754,0.0841519,0.09687096],"study_design_scores_gemma":[0.012167088,0.0011946822,0.09496936,0.00021805464,0.00017211717,0.00069353613,0.0004794208,0.031891137,0.07049815,0.0071284743,0.7798244,0.0007635978],"about_ca_topic_score_codex":0.0000076274114,"about_ca_topic_score_gemma":0.0000012262384,"teacher_disagreement_score":0.69567245,"about_ca_system_score_codex":0.00003183983,"about_ca_system_score_gemma":0.0000793821,"threshold_uncertainty_score":0.24505143},"labels":[],"label_agreement":null},{"id":"W1992849510","doi":"10.1177/1553350611412057","title":"Enhancing Sternal Closure Using Kryptonite Bone Adhesive","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical site infection prevention","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Sternum; Surgery; Dehiscence; Adhesive; Wound closure; Wound dehiscence; Median sternotomy; Closure (psychology); Wound healing","score_opus":0.08127486212807998,"score_gpt":0.3268863665897227,"score_spread":0.2456115044616427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992849510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767714,0.00005982333,0.00821899,0.00006501158,0.0003587579,0.00025715432,0.000002068331,0.00013633957,0.014130436],"genre_scores_gemma":[0.9966327,0.000008799698,0.0020619715,0.00021367535,0.00033643038,0.000010885572,0.000045109708,0.000022445334,0.0006680162],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99847776,0.000079037665,0.0006045597,0.00026388187,0.00033328743,0.00024146678],"domain_scores_gemma":[0.9989759,0.000055949567,0.00022424418,0.0001803304,0.0004856071,0.00007801001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057117303,0.00014783957,0.00025794076,0.0003249237,0.000089991416,0.000018437371,0.000038094528,0.00017272867,0.0052567525],"category_scores_gemma":[0.0001189901,0.00013208532,0.000109353765,0.0013145381,0.00005319881,0.00023165911,0.000035614063,0.0002894389,0.00013988736],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032532988,0.0015848696,0.42347643,0.00030259584,0.00039774558,0.0017135332,0.00087860256,0.000021836531,0.40904278,0.053216435,0.00008344721,0.10602843],"study_design_scores_gemma":[0.010644736,0.0011506882,0.3739499,0.00096077623,0.00036629825,0.0039334525,0.00027130812,0.0013955979,0.5520066,0.01287236,0.0414079,0.0010404135],"about_ca_topic_score_codex":0.00007660493,"about_ca_topic_score_gemma":0.0000043052833,"teacher_disagreement_score":0.1429638,"about_ca_system_score_codex":0.0001283335,"about_ca_system_score_gemma":0.000054888944,"threshold_uncertainty_score":0.99565256},"labels":[],"label_agreement":null},{"id":"W1997191577","doi":"10.1177/1553350607305374","title":"Broad-Based Fellowships: A Cornerstone of Minimally Invasive Surgery Education and Dissemination","year":2007,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Demographics; Cornerstone; Invasive surgery; Residency training; Foregut; Laparoscopic surgery; Medical education; General surgery; Surgery; Laparoscopy; Continuing education","score_opus":0.039089016764372035,"score_gpt":0.34573831512434505,"score_spread":0.306649298359973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997191577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98990506,0.000096157484,0.0004721049,0.00044709913,0.00013392107,0.0002109274,0.0000022592064,0.00004398968,0.008688456],"genre_scores_gemma":[0.99848914,0.000009721744,0.00051722955,0.00028388153,0.00010755366,0.0000071482846,0.00027136813,0.000012369296,0.00030158772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987511,0.000033968467,0.00057979225,0.00019643072,0.0002871814,0.00015152755],"domain_scores_gemma":[0.997301,0.0017033978,0.00023459947,0.00011090204,0.00057225197,0.00007784281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054617,0.000107623484,0.0002517482,0.0004879808,0.00004475185,0.00001143946,0.000022937566,0.00012378146,0.00016091508],"category_scores_gemma":[0.0012265033,0.00009775548,0.00005452774,0.0013370614,0.000108817716,0.000100841884,0.00000948722,0.000119591015,0.0000045461816],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025063294,0.0014284501,0.37142345,0.00043847138,0.0000677372,0.00007379338,0.0005119339,0.000021644657,0.02275322,0.021878362,0.00054059253,0.578356],"study_design_scores_gemma":[0.0033267282,0.0002955221,0.927137,0.0010626368,0.00008728991,0.00006544092,0.0010242988,0.0012238082,0.05385457,0.00061350176,0.010944943,0.00036423228],"about_ca_topic_score_codex":0.000014771464,"about_ca_topic_score_gemma":0.0000054401703,"teacher_disagreement_score":0.5779918,"about_ca_system_score_codex":0.000051779763,"about_ca_system_score_gemma":0.00021340238,"threshold_uncertainty_score":0.39863527},"labels":[],"label_agreement":null},{"id":"W1999081945","doi":"10.1177/1553350607308466","title":"Evaluating Intraoperative Laparoscopic Skill: Direct Observation Versus Blinded Videotaped Performances","year":2007,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Intraclass correlation; Inter-rater reliability; Reliability (semiconductor); Medicine; Construct validity; Laparoscopic cholecystectomy; Physical therapy; Intra-rater reliability; Medical physics; Psychology; Rating scale; Psychometrics; Surgery; Clinical psychology; Developmental psychology","score_opus":0.205185711148505,"score_gpt":0.45346833105913253,"score_spread":0.24828261991062753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999081945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571877,0.00003880407,0.00027401868,0.00037622164,0.00053168257,0.00034445204,0.0000013529032,0.00016742716,0.04107834],"genre_scores_gemma":[0.9971562,0.000009918202,0.0013398015,0.00037073702,0.00044073738,0.000014771014,0.00019249154,0.000017068596,0.00045824234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99811894,0.000060823055,0.00066881144,0.00029482855,0.00055467454,0.00030195244],"domain_scores_gemma":[0.99829715,0.000646066,0.00017346347,0.00015221888,0.0006498277,0.00008125145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017515921,0.00016421243,0.0002918764,0.0002575759,0.00018303718,0.000042171712,0.000049900482,0.00014548752,0.00058491],"category_scores_gemma":[0.00089505356,0.00013491636,0.000056582747,0.0020087708,0.00007068338,0.00028145948,0.000020775493,0.00027876455,0.000056484805],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0149709955,0.00065109105,0.093028724,0.00014930319,0.00029879235,0.00014306132,0.0019276807,0.0017381414,0.008321271,0.04828778,0.000085087755,0.8303981],"study_design_scores_gemma":[0.08267483,0.0031968148,0.70543176,0.00047888258,0.0002835697,0.00003888547,0.0014814521,0.09195923,0.05623521,0.00069966464,0.056443863,0.0010758167],"about_ca_topic_score_codex":0.000011322471,"about_ca_topic_score_gemma":0.000008501234,"teacher_disagreement_score":0.8293223,"about_ca_system_score_codex":0.00012482655,"about_ca_system_score_gemma":0.00008391489,"threshold_uncertainty_score":0.64043546},"labels":[],"label_agreement":null},{"id":"W2010551042","doi":"10.1177/1553350608318144","title":"Risk Factors for Bile Duct Injury During Laparoscopic Cholecystectomy: A Case-Control Study","year":2008,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Odds ratio; Bile duct; Cholecystectomy; Confidence interval; Cystic duct; Complication; Laparoscopic cholecystectomy; Logistic regression; Case-control study; Surgery; General surgery; Internal medicine","score_opus":0.026120995235930717,"score_gpt":0.30129899176420777,"score_spread":0.27517799652827707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010551042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973169,0.00004151788,0.000053522206,0.00013024251,0.00021263509,0.001779935,0.00007003296,0.00013700385,0.000258208],"genre_scores_gemma":[0.99920064,0.0000096571275,0.000028143997,0.000060811686,0.00020132611,0.00016004471,0.00004884799,0.000027011529,0.00026349054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862176,0.00006618846,0.000452704,0.00033591845,0.00023679748,0.0002866016],"domain_scores_gemma":[0.99913377,0.00011987569,0.00013386067,0.00024857657,0.00030182203,0.00006211896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026339007,0.00018576956,0.00036345064,0.00029670596,0.0002760276,0.000016114858,0.00005143106,0.00010484278,0.00014851391],"category_scores_gemma":[0.000313725,0.00014471234,0.00008874795,0.0009965409,0.000059185782,0.00011532314,0.000016792628,0.00023941872,0.000010609993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00148266,0.0012221435,0.99116844,0.00012972484,0.00022194539,0.0010005494,0.0011736121,0.000019024837,0.002193434,0.000104822524,0.00030876682,0.00097487477],"study_design_scores_gemma":[0.044983808,0.0020196813,0.94151324,0.00003588031,0.0002435909,0.0011757382,0.0018367174,0.000162171,0.0061742733,0.0001139428,0.0013514928,0.00038948577],"about_ca_topic_score_codex":0.0001271969,"about_ca_topic_score_gemma":0.000011653937,"teacher_disagreement_score":0.049655225,"about_ca_system_score_codex":0.00006245871,"about_ca_system_score_gemma":0.00007072886,"threshold_uncertainty_score":0.5901198},"labels":[],"label_agreement":null},{"id":"W2014325257","doi":"10.1177/1553350611421916","title":"New Technologies and Surgical Innovation","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Medicine; Surgical procedures; Surgery","score_opus":0.026936690740141433,"score_gpt":0.2434201889934616,"score_spread":0.21648349825332017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014325257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9222325,0.0009084645,0.014362949,0.00076773873,0.00036792492,0.00018589087,0.0000024333658,0.0033072531,0.057864845],"genre_scores_gemma":[0.9965022,0.00031674595,0.002807905,0.000027429627,0.00006094109,0.000012436349,0.00001995913,0.000013980295,0.0002383634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918747,0.000007314824,0.00033008974,0.0001569726,0.000116808485,0.0002013557],"domain_scores_gemma":[0.9996909,0.000030100446,0.000037364396,0.00013709378,0.00008194029,0.000022587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018472786,0.00011696943,0.00015283277,0.00042301815,0.000036744106,0.000009666501,0.000098507226,0.00034353326,0.0001819248],"category_scores_gemma":[0.00009019055,0.00010370773,0.000013049006,0.002303531,0.00011694518,0.00013823467,0.00004833108,0.0003145843,0.000026878368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009943898,0.000009046535,0.0004058599,0.000010803691,0.000010036292,0.000037492206,0.000027412412,7.216311e-7,0.0001349097,0.5769875,0.0010745891,0.4212917],"study_design_scores_gemma":[0.0012420209,0.00011093259,0.0016797605,0.00003855753,0.000010775731,0.00019021338,0.0002384971,0.0010793213,0.024772847,0.1408395,0.829423,0.00037457634],"about_ca_topic_score_codex":0.000009324877,"about_ca_topic_score_gemma":0.0000013664511,"teacher_disagreement_score":0.8283484,"about_ca_system_score_codex":0.00002328355,"about_ca_system_score_gemma":0.00001661156,"threshold_uncertainty_score":0.42290786},"labels":[],"label_agreement":null},{"id":"W2018305892","doi":"10.1177/155335060501200410","title":"The Steinberg-Bernstein Centre for Minimally Invasive Surgery at McGill University","year":2005,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Invasive surgery; General surgery; Surgery","score_opus":0.04544451699840848,"score_gpt":0.277140701794466,"score_spread":0.2316961847960575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018305892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722843,0.000039024464,0.000019386864,0.012211247,0.0001295201,0.00035095122,0.000039865103,0.00008399514,0.014841694],"genre_scores_gemma":[0.97876096,0.000041154053,0.00017196832,0.0005244847,0.00021359121,0.000002752245,0.00018023404,0.000013218319,0.020091645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894106,0.00005133859,0.00032525728,0.00021274878,0.00022616574,0.00024344488],"domain_scores_gemma":[0.99726576,0.001994305,0.00013069039,0.00014232437,0.00039338705,0.00007352983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950105,0.00010873165,0.0001927041,0.00010560744,0.00034744822,0.000010177234,0.000049339447,0.00010116271,0.00028729351],"category_scores_gemma":[0.00034393405,0.00008044128,0.00011955952,0.0006709023,0.000058479945,0.00009973428,0.00003528643,0.00010430674,0.000057400142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011586964,0.0006473243,0.043332834,0.00016431992,0.00044791494,0.0003405902,0.0003503571,0.00042287592,0.0020775446,0.22187191,0.032268945,0.68648845],"study_design_scores_gemma":[0.0026205564,0.00003432768,0.004038598,0.00003429251,0.000022715474,0.000011868505,0.0001093408,0.00067286676,0.0017441423,0.000085422034,0.9905212,0.000104650906],"about_ca_topic_score_codex":0.0000065564604,"about_ca_topic_score_gemma":0.000059936996,"teacher_disagreement_score":0.95825225,"about_ca_system_score_codex":0.00026030774,"about_ca_system_score_gemma":0.00006369662,"threshold_uncertainty_score":0.32803},"labels":[],"label_agreement":null},{"id":"W2018990093","doi":"10.1177/1553350615579729","title":"Neurosurgical Assessment of Metrics Including Judgment and Dexterity Using the Virtual Reality Simulator NeuroTouch (NAJD Metrics)","year":2015,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Research Council Canada","keywords":"Aspirator; Computer science; Software; Virtual reality; Simulation; Human–computer interaction; Operating system","score_opus":0.27967119216754066,"score_gpt":0.4425129829005238,"score_spread":0.16284179073298316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018990093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897906,0.000044977336,0.0064965915,0.0006861634,0.00025002088,0.00045263686,0.000008617221,0.000055117307,0.00221525],"genre_scores_gemma":[0.9988754,0.000012415456,0.0004905759,0.00038289963,0.00014627998,0.000007800634,0.000035663677,0.000017534721,0.000031474043],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99737775,0.00027146103,0.000837501,0.00033753534,0.00092911755,0.00024661192],"domain_scores_gemma":[0.9976121,0.00094153255,0.00030369923,0.00026695422,0.0006967908,0.00017889676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002462739,0.00018219718,0.00043771003,0.00041732824,0.00013935416,0.000052644515,0.00008615053,0.0001385391,0.000052154537],"category_scores_gemma":[0.0014012329,0.00012632931,0.00007665606,0.0039272686,0.00016648638,0.00014964055,0.00016784233,0.00039926078,9.801904e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021980093,0.0020239267,0.6705819,0.00022898684,0.00030933565,0.00041750364,0.0006301371,0.027693626,0.0046766996,0.19982679,0.00015980567,0.09125327],"study_design_scores_gemma":[0.0115539,0.00091783237,0.17153656,0.000085004365,0.0001856722,0.00014999791,0.00038316005,0.77891755,0.0012637713,0.0009997619,0.033610687,0.00039609996],"about_ca_topic_score_codex":0.000036961617,"about_ca_topic_score_gemma":5.5804975e-7,"teacher_disagreement_score":0.7512239,"about_ca_system_score_codex":0.00014837843,"about_ca_system_score_gemma":0.0001468151,"threshold_uncertainty_score":0.515156},"labels":[],"label_agreement":null},{"id":"W2019244569","doi":"10.1177/1553350615573582","title":"Detection of Changes in Surgical Difficulty","year":2015,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"","keywords":"Medicine; Surgical procedures; Surgery","score_opus":0.09304333726638102,"score_gpt":0.3455340494097676,"score_spread":0.2524907121433866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019244569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97787756,0.000037949663,0.00007178412,0.00044926742,0.00012336405,0.00015009598,0.0000014056282,0.00005136509,0.021237224],"genre_scores_gemma":[0.9994689,0.0000058370592,0.00004667305,0.000061251885,0.00014098875,0.0000091974935,0.000054367836,0.000007902307,0.00020486132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989849,0.00004895086,0.0003641949,0.00015404688,0.00030678365,0.00014114304],"domain_scores_gemma":[0.9993327,0.00010617868,0.00009168641,0.000095069954,0.0003038754,0.000070458314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052203325,0.00008340257,0.00023522828,0.0002817831,0.00001436876,0.000005869613,0.000026361651,0.00012152333,0.000117221585],"category_scores_gemma":[0.00021328471,0.000066392015,0.000033121694,0.0016325399,0.000048435544,0.00005612977,0.000015839036,0.00015941431,0.0000138671485],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059538935,0.0015491799,0.15458393,0.00015031912,0.000076447555,0.00091238046,0.0009836863,0.0006619178,0.012742531,0.049705878,0.000058632213,0.7726212],"study_design_scores_gemma":[0.052857306,0.001618732,0.33654615,0.00033766657,0.000057649308,0.00044201105,0.0010044362,0.016093412,0.060516648,0.0021947187,0.52767354,0.00065770815],"about_ca_topic_score_codex":0.00002548591,"about_ca_topic_score_gemma":0.000020612784,"teacher_disagreement_score":0.7719635,"about_ca_system_score_codex":0.000063317355,"about_ca_system_score_gemma":0.00003348982,"threshold_uncertainty_score":0.27073878},"labels":[],"label_agreement":null},{"id":"W2021121845","doi":"10.1177/1553350606291471","title":"Centers of Excellence: A New Dimension in Surgical Education","year":2006,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Excellence; Mandate; Medical education; Surgical procedures; Dimension (graph theory); Surgery","score_opus":0.0837173648995721,"score_gpt":0.4052399255609489,"score_spread":0.3215225606613768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021121845","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025557664,0.9576209,0.000024082845,0.0001248393,0.0005080179,0.0010292287,0.000007277011,0.000067114284,0.038062762],"genre_scores_gemma":[0.00894547,0.9840443,0.00025455054,0.000053863005,0.00060474855,0.0000401405,0.0021832648,0.000056700428,0.0038169678],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970716,0.00013981365,0.0016230548,0.00042924908,0.0004750929,0.0002611915],"domain_scores_gemma":[0.99853665,0.00033282084,0.0005368526,0.00026260148,0.00022950061,0.00010157732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048769196,0.0003192935,0.0014759429,0.0009516391,0.000026655287,0.0000145853965,0.00008491982,0.0004847812,0.00043841664],"category_scores_gemma":[0.00011051552,0.00025213204,0.00030350487,0.0032329545,0.00006635625,0.00008006261,0.000038917187,0.00051687896,0.000037163372],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088583154,0.00030369713,0.00024129092,0.002356705,0.000023998578,0.00008120878,0.000014248185,0.000005824806,4.0783388e-7,0.0054786876,0.00032723864,0.99107814],"study_design_scores_gemma":[0.0020824764,0.00006722572,0.00014271916,0.009928921,0.000119273034,0.00010493259,0.000010818373,0.000032248285,0.000002313681,0.00018313807,0.98711795,0.00020796],"about_ca_topic_score_codex":0.00013099198,"about_ca_topic_score_gemma":0.000002614423,"teacher_disagreement_score":0.9908702,"about_ca_system_score_codex":0.0001989813,"about_ca_system_score_gemma":0.0008789347,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W2022809101","doi":"10.1177/1553350614541859","title":"Video Processing to Locate the Tooltip Position in Surgical Eye–Hand Coordination Tasks","year":2014,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Surgical instrument; Computer vision; Frame (networking); Computer science; Surgical simulation; Laparoscopic surgery; Medicine; Artificial intelligence; Medical physics; Surgery; Laparoscopy","score_opus":0.04009672015181165,"score_gpt":0.33305167179562906,"score_spread":0.2929549516438174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022809101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96602756,0.000028750328,0.0042710393,0.0107066,0.00011993881,0.00045102567,0.0000013795036,0.00008447461,0.018309232],"genre_scores_gemma":[0.997672,0.0000016037447,0.00013398906,0.0012151372,0.0003109369,0.000042207383,0.0001234045,0.000017768727,0.00048293368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983099,0.00013085477,0.00056379003,0.00030771695,0.0004184679,0.00026924475],"domain_scores_gemma":[0.9989788,0.00026440373,0.00010980163,0.00016569435,0.0003992526,0.00008206157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013720794,0.0001509347,0.00025279785,0.00031903083,0.0001771256,0.00010483621,0.00006980185,0.00014185165,0.0001615748],"category_scores_gemma":[0.00036381785,0.00010618157,0.00004797126,0.002426475,0.00008214932,0.00018390658,0.000031180083,0.00029435725,0.0000639406],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020310134,0.0004573739,0.04715613,0.00011048094,0.000029509918,0.00016087334,0.0008454879,0.0027192608,0.002546796,0.08540326,0.00024346303,0.85829633],"study_design_scores_gemma":[0.015937012,0.00059443177,0.330096,0.0006053093,0.000057712485,0.00017011388,0.0002465911,0.1009295,0.0036796238,0.0038484375,0.5431979,0.0006374028],"about_ca_topic_score_codex":0.000022123068,"about_ca_topic_score_gemma":0.000007674446,"teacher_disagreement_score":0.8576589,"about_ca_system_score_codex":0.000107731554,"about_ca_system_score_gemma":0.000050030492,"threshold_uncertainty_score":0.4329959},"labels":[],"label_agreement":null},{"id":"W2025302050","doi":"10.1177/107155170401100203","title":"Robot-Assisted Cardiac Surgery","year":2004,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Bypass grafting; Mammary artery; Cardiac surgery; Surgery; Robot; Median sternotomy; Revascularization; Robotic surgery; Artery; Cardiology; Artificial intelligence; Myocardial infarction","score_opus":0.08149157661012094,"score_gpt":0.3629263232789125,"score_spread":0.28143474666879154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025302050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026960088,0.9893834,0.00006896718,0.00011783943,0.0009083738,0.00090828154,0.000059829854,0.00050565874,0.00802068],"genre_scores_gemma":[0.0002603935,0.99239033,0.00018577538,0.00006633811,0.000738005,0.0002638584,0.0045258175,0.000094781324,0.0014746676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699503,0.0002239242,0.0013544454,0.0005492203,0.0005010409,0.0003763532],"domain_scores_gemma":[0.9980081,0.0004780746,0.00047007043,0.00058294245,0.00035925556,0.00010159132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001101843,0.0005045676,0.0034992907,0.0009460581,0.000070746435,0.00003841435,0.0000799774,0.0007445743,0.00025693575],"category_scores_gemma":[0.00014726528,0.0004059418,0.0018173974,0.0033158904,0.000086608154,0.00010375539,0.0000622218,0.00067370065,0.0001567382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024879908,0.00009023318,0.0000470426,0.007988634,0.00025075226,0.0003647313,0.0000017514778,3.550769e-8,8.5163174e-7,0.0023253397,0.004543545,0.9843622],"study_design_scores_gemma":[0.00008547932,0.000032468808,0.0004877728,0.014839379,0.0006822727,0.0004962548,0.0000018077344,9.2780994e-8,0.0000069219327,0.00008783106,0.98289514,0.00038456277],"about_ca_topic_score_codex":0.000027522521,"about_ca_topic_score_gemma":1.5335496e-7,"teacher_disagreement_score":0.9839776,"about_ca_system_score_codex":0.00049336214,"about_ca_system_score_gemma":0.0011919031,"threshold_uncertainty_score":0.99983925},"labels":[],"label_agreement":null},{"id":"W2025453596","doi":"10.1177/1553350611410891","title":"Laparoscopic Splenectomy","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Splenectomy; General surgery; Laparoscopy; Laparoscopic surgery; Surgery; Internal medicine; Spleen","score_opus":0.08846641258302823,"score_gpt":0.32410784217189803,"score_spread":0.2356414295888698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025453596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84111786,0.000026039668,0.00007784494,0.00020532656,0.0001060402,0.00008501966,8.6282995e-7,0.000056262626,0.15832473],"genre_scores_gemma":[0.99631184,0.000007103235,0.0010747213,0.00030166976,0.0001347011,0.000008827825,0.000022599432,0.0000072617067,0.0021312702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994649,0.000010041818,0.00019538232,0.0001069425,0.00011232751,0.00011039548],"domain_scores_gemma":[0.9996778,0.000013608594,0.000039044473,0.00010925784,0.0001322291,0.000028100021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011117884,0.000061729086,0.0001311126,0.000099731165,0.000031593227,0.0000046503733,0.000027131893,0.00005756393,0.0013934423],"category_scores_gemma":[0.000039432307,0.00004781713,0.000024976052,0.000514545,0.00005622933,0.000075732925,0.00001080072,0.00009406515,0.00015905255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018908773,0.00064093433,0.16118617,0.00015557827,0.00009081897,0.0003222329,0.00083763397,1.0493006e-7,0.011390736,0.76617336,0.006132095,0.051179428],"study_design_scores_gemma":[0.0049706944,0.0011960547,0.43008724,0.00014240886,0.00007525879,0.00022692421,0.00020055842,0.000044981974,0.23102324,0.011111018,0.32059157,0.00033006878],"about_ca_topic_score_codex":0.0000129675145,"about_ca_topic_score_gemma":4.888723e-7,"teacher_disagreement_score":0.75506234,"about_ca_system_score_codex":0.000014787192,"about_ca_system_score_gemma":0.000025816082,"threshold_uncertainty_score":0.9995194},"labels":[],"label_agreement":null},{"id":"W2032005676","doi":"10.1177/1553350614532533","title":"Mastering Instruments Before Operating on a Patient","year":2014,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Workload; Task (project management); Medicine; Learning curve; Simulation; Medical physics; Computer science; Operating system; Systems engineering; Engineering","score_opus":0.035165149484269694,"score_gpt":0.30388744012671176,"score_spread":0.2687222906424421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032005676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226331,0.0000011205234,0.00016455652,0.00040661482,0.00013606467,0.000132872,6.827903e-7,0.00007347418,0.0764515],"genre_scores_gemma":[0.99806553,2.7236413e-7,0.00035486944,0.0011410089,0.00015467092,0.000009738063,0.0000659299,0.000011785976,0.0001961643],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906874,0.000030072097,0.00032092628,0.00017136204,0.0002594887,0.00014942505],"domain_scores_gemma":[0.9996138,0.000046638565,0.000065338165,0.00011057793,0.00011205792,0.00005158202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021250802,0.00009168733,0.00014438873,0.00012694008,0.00007696018,0.000025560921,0.000023184308,0.00006181554,0.00028691627],"category_scores_gemma":[0.00015521648,0.00007107487,0.00003135751,0.00051003776,0.000019045741,0.00006421489,0.000021039226,0.00014776959,0.00006639046],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015103449,0.00012428244,0.021078637,0.000018577912,0.00001732266,0.000016996892,0.00018433885,0.0001697391,0.0004011231,0.055184692,0.000011861984,0.9226414],"study_design_scores_gemma":[0.026319869,0.004579075,0.22693548,0.000997219,0.000046266487,0.00014599827,0.0004052782,0.14710228,0.007215809,0.0027126302,0.58276784,0.000772274],"about_ca_topic_score_codex":0.0000024295196,"about_ca_topic_score_gemma":3.2413467e-7,"teacher_disagreement_score":0.9218691,"about_ca_system_score_codex":0.0000391086,"about_ca_system_score_gemma":0.000010831755,"threshold_uncertainty_score":0.3141532},"labels":[],"label_agreement":null},{"id":"W2033737638","doi":"10.1177/155335060501200110","title":"Effective Training and Assessment of Surgical Skills, and the Correlates of Performance","year":2005,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Medicine; Curriculum; Medical education; Medical physics; Physical therapy; Psychology","score_opus":0.021749498713914982,"score_gpt":0.3289279965327693,"score_spread":0.3071784978188543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033737638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98337936,0.00014340543,0.000084100604,0.0006180487,0.000030519794,0.00026022168,0.000001414412,0.000014632696,0.015468288],"genre_scores_gemma":[0.9993274,0.00014094231,0.0003252584,0.000045319382,0.0000644386,0.000009777575,0.00001408576,0.0000056492054,0.00006708874],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991215,0.0000642717,0.0003903532,0.00012279135,0.0002028848,0.000098233286],"domain_scores_gemma":[0.998696,0.0008987413,0.0001413003,0.000070697264,0.00016229897,0.000030946267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008867182,0.00008073793,0.00030693712,0.00009235683,0.000046933445,0.0000062128183,0.000020544876,0.000069256246,0.00007493375],"category_scores_gemma":[0.00008195709,0.000048808073,0.000032817192,0.00044692046,0.0002995711,0.00007346376,0.00002196632,0.00018681519,4.8984714e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059251353,0.00020715123,0.18838587,0.00008941768,0.000085582484,0.0000085646225,0.00093624264,0.00023606466,0.000057468507,0.18303458,0.000002928678,0.62636364],"study_design_scores_gemma":[0.03020942,0.00048530742,0.8522071,0.00029675593,0.00009426549,0.00018555342,0.00028346624,0.08285085,0.0008136879,0.000510386,0.03189944,0.0001637619],"about_ca_topic_score_codex":0.0000023262578,"about_ca_topic_score_gemma":3.1662174e-7,"teacher_disagreement_score":0.6638212,"about_ca_system_score_codex":0.00001369856,"about_ca_system_score_gemma":0.000025743784,"threshold_uncertainty_score":0.19903354},"labels":[],"label_agreement":null},{"id":"W2037574057","doi":"10.1177/1553350609357187","title":"Suitability of Three Saws for Minimally Invasive Bone Cutting","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Coping (psychology); Jigsaw; Materials science; Invasive surgery; Biomedical engineering; Medicine; Surgery; Mathematics","score_opus":0.05150194145454617,"score_gpt":0.3395965425220747,"score_spread":0.28809460106752854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037574057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405426,0.000026113768,0.0013623461,0.00022280669,0.00020637401,0.00036756997,0.000050759412,0.00009967803,0.0036100694],"genre_scores_gemma":[0.99609226,0.000002023501,0.003225966,0.00014798682,0.000080717844,0.000013693519,0.00013241445,0.0000074689447,0.00029745654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998847,0.00001737277,0.00057896704,0.0001901163,0.00018919897,0.00017733593],"domain_scores_gemma":[0.9990236,0.0002474523,0.00022892603,0.0001772618,0.00030177337,0.000020945812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048833736,0.00010198556,0.0002390218,0.000108111664,0.000048172704,0.000024943092,0.00010549459,0.00010907334,0.0000836895],"category_scores_gemma":[0.00035348002,0.00009101287,0.00008850637,0.0004912554,0.00003498385,0.00015336143,0.000030783565,0.000088183035,0.000013422079],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009580286,0.0007007101,0.2823101,0.0003339444,0.000061969644,0.00032621724,0.00011318727,0.000004094095,0.16018943,0.38682234,0.007120365,0.16105962],"study_design_scores_gemma":[0.002120084,0.00057812163,0.7083299,0.0001105417,0.000035295994,0.00042801473,0.00007287606,0.00014706713,0.20833364,0.07042265,0.009032739,0.000389065],"about_ca_topic_score_codex":0.000021267962,"about_ca_topic_score_gemma":0.000039119142,"teacher_disagreement_score":0.4260198,"about_ca_system_score_codex":0.00003776188,"about_ca_system_score_gemma":0.000025407884,"threshold_uncertainty_score":0.3711397},"labels":[],"label_agreement":null},{"id":"W2038044384","doi":"10.1177/1553350609345487","title":"Clinical Librarian Attendance at General Surgery Quality of Care Rounds (Morbidity and Mortality Conference)","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Attendance; General surgery; Quality (philosophy); Family medicine","score_opus":0.48818349735652683,"score_gpt":0.5881350786596522,"score_spread":0.09995158130312537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038044384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888956,0.000091822585,0.00009249063,0.0033507063,0.00084932905,0.00034789697,0.000035121826,0.00003931428,0.006297752],"genre_scores_gemma":[0.9972051,0.00015388128,0.00023237898,0.000759306,0.0006764774,0.000018222612,0.0002424236,0.0000045291144,0.0007076843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581695,0.0013093154,0.0015673963,0.00035657795,0.0004814801,0.00046829518],"domain_scores_gemma":[0.9969556,0.0011804202,0.0005102534,0.0002918329,0.000850506,0.00021143265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057780077,0.00010811389,0.00042853662,0.00014415357,0.0004832734,0.000017074159,0.00011944215,0.000249004,0.00046203102],"category_scores_gemma":[0.0012468571,0.000090223046,0.000056380104,0.001042577,0.00023561572,0.00035133882,0.00007004697,0.00049326924,0.000022972728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012264626,0.00007043227,0.95539933,0.00020606215,0.0000044648177,0.0000019423169,0.0005163694,4.5428789e-7,0.00013430724,0.0247851,0.0055332477,0.013225657],"study_design_scores_gemma":[0.00031285884,0.00007846912,0.9873063,0.000055673343,0.0000021581636,6.660904e-7,0.0004083544,0.00009838771,0.000040179842,0.0020245076,0.009578253,0.000094203635],"about_ca_topic_score_codex":0.0010035583,"about_ca_topic_score_gemma":0.00040725918,"teacher_disagreement_score":0.03190697,"about_ca_system_score_codex":0.00013610919,"about_ca_system_score_gemma":0.0012178541,"threshold_uncertainty_score":0.50589156},"labels":[],"label_agreement":null},{"id":"W2038700975","doi":"10.1177/1553350609340895","title":"Attitudes of Patients and Care Providers Toward a Surgical Site Marking Policy","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Delegate; Health care; Dignity; Medical emergency; Surgery; General surgery","score_opus":0.02077455398612218,"score_gpt":0.32239826404315053,"score_spread":0.30162371005702837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038700975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801568,0.00016432369,0.000020685542,0.0030849352,0.000043458993,0.000284549,0.000007192977,0.000055032808,0.016183028],"genre_scores_gemma":[0.99846566,0.000019714558,0.00045559224,0.000497794,0.000165885,0.000003620166,0.00021992951,0.000010520925,0.00016130917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879026,0.000020211668,0.00040777941,0.00021263406,0.00038089888,0.00018822524],"domain_scores_gemma":[0.9991302,0.000053746222,0.00011741252,0.0001238671,0.0005075307,0.000067274115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610944,0.0001248816,0.00028611955,0.00033127324,0.000025983401,0.000022773937,0.00003974057,0.00007176745,0.00002077239],"category_scores_gemma":[0.00024891563,0.00010065765,0.000035195557,0.00096990884,0.00012700954,0.00018053112,0.000029825153,0.00015023569,0.0000035241178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065380876,0.0004529233,0.67436445,0.00042826435,0.000036389953,0.00015842562,0.00089636474,0.0000017904376,0.0008238453,0.008270962,0.0004908921,0.3134219],"study_design_scores_gemma":[0.0052192123,0.0008967764,0.9601572,0.00039236524,0.000039329723,0.000072548275,0.00014063537,0.00005036166,0.0012386857,0.00040950248,0.031196859,0.000186523],"about_ca_topic_score_codex":0.000025657371,"about_ca_topic_score_gemma":4.2156168e-7,"teacher_disagreement_score":0.31323537,"about_ca_system_score_codex":0.00007238447,"about_ca_system_score_gemma":0.00007439727,"threshold_uncertainty_score":0.41046998},"labels":[],"label_agreement":null},{"id":"W2046915667","doi":"10.1177/155335060501200310","title":"Short-Term Health-Related Quality of Life After Abdominal Surgery: A Conceptual Framework","year":2005,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Mood; Anxiety; Physical therapy; Abdominal surgery; Surgery; Psychiatry; Nursing","score_opus":0.0641089294578068,"score_gpt":0.3519537691338239,"score_spread":0.28784483967601715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046915667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746264,0.0007202998,0.00027906112,0.008443561,0.00017230384,0.00030667416,0.000010616212,0.00008019551,0.0025246711],"genre_scores_gemma":[0.9966186,0.000053244567,0.0006183092,0.0016681602,0.000353425,0.000028304123,0.0001175142,0.000020818605,0.0005215846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674547,0.0002933314,0.0017170119,0.00030123495,0.000602008,0.0003409325],"domain_scores_gemma":[0.9972973,0.0015931613,0.00029251745,0.00030373796,0.0003205891,0.00019269655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020190172,0.00019925526,0.0014038029,0.00023689748,0.00004840256,0.000013681106,0.00005408677,0.00029375317,0.00094375596],"category_scores_gemma":[0.00093661086,0.00016279946,0.00043354346,0.0011624024,0.00026733574,0.00011197566,0.000024250534,0.00038449932,0.000050094233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039700046,0.00050438975,0.7797873,0.00018525228,0.00021535408,0.00015130054,0.0006256289,0.0000068260724,0.00014905052,0.15081374,0.00069515815,0.06289597],"study_design_scores_gemma":[0.0013639104,0.00011417727,0.948941,0.00018835015,0.00003705986,0.00009621615,0.00012880989,0.00003216322,0.00017413095,0.00017448954,0.048492953,0.000256731],"about_ca_topic_score_codex":0.000036097408,"about_ca_topic_score_gemma":0.0000030149108,"teacher_disagreement_score":0.16915368,"about_ca_system_score_codex":0.00009538961,"about_ca_system_score_gemma":0.00022417182,"threshold_uncertainty_score":0.99996954},"labels":[],"label_agreement":null},{"id":"W2051089012","doi":"10.1177/107155170401100206","title":"Robot-Assisted Neurosurgery","year":2004,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Robot; Medicine; Neurosurgery; Stereotaxy; Microsurgery; Surgical robot; Medical physics; Surgery; Computer science; Simulation; Artificial intelligence; Haptic technology","score_opus":0.053482258904847466,"score_gpt":0.31643459675616653,"score_spread":0.26295233785131905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051089012","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000054412485,0.99272203,0.00080503616,0.000030218589,0.00089178036,0.00019582304,0.000007791529,0.00094432366,0.004397546],"genre_scores_gemma":[0.000103635364,0.99900097,0.00010967875,0.00002106584,0.0001736562,0.00006321272,0.00029279376,0.000053988555,0.00018101548],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860126,0.000028435443,0.0007122403,0.00022211332,0.0001667322,0.0002692475],"domain_scores_gemma":[0.9994731,0.00010021154,0.00010012353,0.00023395891,0.000048410682,0.000044198197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018144626,0.00027491106,0.000898383,0.00047431147,0.000031888314,0.00001624279,0.00015964452,0.0007796449,0.00013301783],"category_scores_gemma":[0.000092075745,0.0002306072,0.00017405678,0.0024152617,0.000071462535,0.000052514388,0.00003369769,0.00079154153,0.00018417866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.4095611e-7,0.000013084383,1.09835106e-7,0.004178838,0.000031410364,0.00012326778,7.02871e-7,0.000007152379,2.1097107e-7,0.02226396,0.0004960909,0.9728847],"study_design_scores_gemma":[0.000098012024,0.000008121997,0.0000020618882,0.002936207,0.00005054754,0.00014136663,4.948933e-7,0.00001974978,0.0000020957825,0.00050680136,0.99601287,0.000221646],"about_ca_topic_score_codex":0.0000010832983,"about_ca_topic_score_gemma":1.780961e-7,"teacher_disagreement_score":0.9955168,"about_ca_system_score_codex":0.00014278266,"about_ca_system_score_gemma":0.00009613043,"threshold_uncertainty_score":0.94038886},"labels":[],"label_agreement":null},{"id":"W2064753579","doi":"10.1177/1553350606298718","title":"Advanced Laparoscopic Surgery in a Free-Standing Ambulatory Setting","year":2007,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Ambulatory; Surgery; Ambulatory care; Retrospective cohort study; Emergency medicine; General surgery; Health care","score_opus":0.0414455001323799,"score_gpt":0.3411157787149872,"score_spread":0.2996702785826073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064753579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97877204,0.00015312781,0.00049364765,0.0006366904,0.00032631363,0.00016289437,0.0000013838255,0.00011423919,0.019339684],"genre_scores_gemma":[0.99844843,0.000009927996,0.00047025492,0.0004852943,0.0001824241,0.0000051642924,0.000057379384,0.000015848707,0.0003252886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849534,0.000031600724,0.00062904466,0.00021852109,0.00029586884,0.00032963068],"domain_scores_gemma":[0.99885535,0.0006690654,0.00011257601,0.00016024284,0.00013209696,0.00007064779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018053098,0.000110105124,0.00027460043,0.00051440205,0.000051651703,0.000014065845,0.00003485729,0.00012863278,0.00023111896],"category_scores_gemma":[0.0006680852,0.000104748746,0.000053264914,0.0020035463,0.000043949654,0.00015472731,0.000022539078,0.00027186994,0.000014533372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011519659,0.00026628678,0.586734,0.000110662695,0.00003166311,0.0011358297,0.00029041377,0.00022604395,0.001657909,0.03997292,0.00025948725,0.36816278],"study_design_scores_gemma":[0.02121628,0.00013474298,0.71991926,0.0011173817,0.000027541424,0.00013376679,0.0007566926,0.0025671604,0.0079206955,0.0042023105,0.24134168,0.0006624877],"about_ca_topic_score_codex":0.000009298341,"about_ca_topic_score_gemma":0.000008291447,"teacher_disagreement_score":0.3675003,"about_ca_system_score_codex":0.0001354154,"about_ca_system_score_gemma":0.00005492075,"threshold_uncertainty_score":0.427153},"labels":[],"label_agreement":null},{"id":"W2067744633","doi":"10.1177/1553350609342076","title":"Transgastric and Transperineal Natural Orifice Translumenal Endoscopic Surgery (NOTES) in an Appendectomy Test Bed","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"Lawson Health Research Institute","keywords":"Medicine; Surgery; CLIPS","score_opus":0.03792715085156764,"score_gpt":0.3182812527985051,"score_spread":0.28035410194693744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067744633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959094,0.00019533129,0.00045273447,0.0017858575,0.000063400425,0.00053836073,0.0000123862,0.00022792343,0.0008146289],"genre_scores_gemma":[0.99752766,0.00009887845,0.0014823666,0.00042507867,0.00015725776,0.000027046995,0.00023190408,0.00002178051,0.000028054405],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779165,0.00009756135,0.00080119143,0.000498027,0.00038678566,0.00042481345],"domain_scores_gemma":[0.9988072,0.0005548401,0.00008728417,0.00021392488,0.00020471949,0.00013201704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006566102,0.00027486242,0.00058374665,0.00068228494,0.00006376636,0.000038305112,0.000081432954,0.000217438,0.00018352731],"category_scores_gemma":[0.00020589527,0.00024180613,0.000090130314,0.0021777216,0.00010782214,0.0003275558,0.0000047683575,0.0005867404,0.000004550493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027338227,0.0024525018,0.30193818,0.00034836956,0.000048329097,0.002420313,0.00067181874,0.0000040718733,0.33450702,0.0102462955,0.00006829813,0.34456098],"study_design_scores_gemma":[0.009349895,0.0026400015,0.8634662,0.0005337021,0.00009057336,0.00073992705,0.00008152662,0.0010512164,0.114825204,0.0018224972,0.0045137,0.00088554353],"about_ca_topic_score_codex":0.000023362627,"about_ca_topic_score_gemma":0.000017305825,"teacher_disagreement_score":0.561528,"about_ca_system_score_codex":0.000074430885,"about_ca_system_score_gemma":0.000105322026,"threshold_uncertainty_score":0.9860568},"labels":[],"label_agreement":null},{"id":"W2071082414","doi":"10.1177/155335060501200405","title":"Efficacy of Novel Robotic Camera vs a Standard Laparoscopic Camera","year":2005,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparoscopic surgery; Robotic surgery; Surgery; Artificial intelligence; Computer vision; Laparoscopy; General surgery; Computer science","score_opus":0.04846854577210626,"score_gpt":0.34290216787144867,"score_spread":0.29443362209934243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071082414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835328,0.000050839637,0.0020518864,0.001958518,0.00011907552,0.00026631172,0.0000060631924,0.00008792188,0.011926596],"genre_scores_gemma":[0.9965312,0.000007032358,0.0019141699,0.0006040592,0.00026052946,0.0000066902526,0.000100760786,0.000016935113,0.00055865984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985232,0.00002458864,0.0006065797,0.00021965399,0.00041146367,0.00021455479],"domain_scores_gemma":[0.9989976,0.00022014481,0.00015724107,0.00018276057,0.00036435897,0.00007786924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031542408,0.00013284442,0.00040353547,0.000216184,0.000050834802,0.000014584111,0.00004995004,0.00011162749,0.0009008402],"category_scores_gemma":[0.00025965073,0.000111308305,0.00007593697,0.0012566212,0.00009049777,0.00009784199,0.000020329142,0.00021975975,0.000031253425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0144871855,0.004845767,0.0768596,0.0004227234,0.0005904817,0.00016297282,0.0017306336,0.037392817,0.014057401,0.28866908,0.0011363577,0.55964494],"study_design_scores_gemma":[0.12137903,0.0018634192,0.20526993,0.00085379224,0.00028891308,0.00016098139,0.00021571146,0.04965105,0.02097645,0.00029107364,0.59807765,0.00097196444],"about_ca_topic_score_codex":0.000012316412,"about_ca_topic_score_gemma":0.0000019131355,"teacher_disagreement_score":0.5969413,"about_ca_system_score_codex":0.00007752421,"about_ca_system_score_gemma":0.00008823162,"threshold_uncertainty_score":0.98635685},"labels":[],"label_agreement":null},{"id":"W2076692022","doi":"10.1177/155335060000700404","title":"Common Bile Duct Stones: The Role of Preoperative, Intraoperative, and Postoperative ERCP","year":2000,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Common bile duct; Endoscopic retrograde cholangiopancreatography; Gallstones; Cholecystectomy; Cholangiography; Pancreatitis; Bile duct; Magnetic resonance cholangiopancreatography; Common bile duct stone; General surgery; Gallbladder Stone; Surgery","score_opus":0.012201609595309389,"score_gpt":0.27784443992902597,"score_spread":0.26564283033371655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076692022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704656,0.0004640813,0.000003976964,0.0027060944,0.000026947719,0.00052015315,0.0000118866055,0.000026514093,0.02577474],"genre_scores_gemma":[0.9980952,0.00015067948,0.00007752801,0.00048079615,0.000048833524,0.000031555144,0.00008779466,0.000011231715,0.0010163486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99899936,0.00010273032,0.00034862128,0.00020389573,0.00020045045,0.00014495432],"domain_scores_gemma":[0.9993652,0.00007589037,0.000049571758,0.00017496935,0.00030143186,0.000032927124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022192749,0.00013639551,0.00025622715,0.000084948835,0.00012467038,0.000024856408,0.000058420017,0.000075765456,0.0014863323],"category_scores_gemma":[0.00003859301,0.00008001472,0.000033028962,0.0007739914,0.00027676552,0.0001493159,0.00001975618,0.00021441963,0.000016369047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030321851,0.0019545024,0.21891719,0.00013984645,0.00049317523,0.00007361605,0.019570205,0.000168702,0.10912728,0.11695706,0.0025692298,0.526997],"study_design_scores_gemma":[0.00970196,0.0037437077,0.5734662,0.00030596158,0.00023690156,0.0008437994,0.01636435,0.0038366022,0.1601053,0.0058183526,0.22460605,0.0009708123],"about_ca_topic_score_codex":0.00009419165,"about_ca_topic_score_gemma":0.000013971488,"teacher_disagreement_score":0.5260262,"about_ca_system_score_codex":0.000016847916,"about_ca_system_score_gemma":0.00006000249,"threshold_uncertainty_score":0.9994264},"labels":[],"label_agreement":null},{"id":"W2080757750","doi":"10.1177/1553350612451354","title":"Virtual Reality Simulator","year":2012,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; National Research Council Institute for Biodiagnostics; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Research Council Canada; Genomic Health","keywords":"Surgical simulation; Virtual reality; Medicine; Surgical procedures; Surgical planning; Simulation; Medical physics; Surgery; Human–computer interaction; Computer science","score_opus":0.09000737907677997,"score_gpt":0.37297990474011483,"score_spread":0.28297252566333486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080757750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9371606,0.000026393225,0.000977748,0.0006397003,0.00024656687,0.00012744458,0.000002109178,0.00013907615,0.060680334],"genre_scores_gemma":[0.99774414,0.0000016990875,0.00006753641,0.00064622343,0.00059625244,0.000004728278,0.0001135041,0.00001055983,0.0008153319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903846,0.00003582882,0.00031491858,0.00011881871,0.0002627574,0.00022924654],"domain_scores_gemma":[0.9993727,0.00015293935,0.00006051749,0.00013148822,0.00016690361,0.00011540158],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005547175,0.00008511167,0.00016153771,0.00010689982,0.000055258977,0.000010336695,0.000023069748,0.00010159703,0.0013429078],"category_scores_gemma":[0.00022760862,0.00006803362,0.000047710262,0.0008890337,0.000040637162,0.00015443316,0.000016542988,0.00015725096,0.00017233634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007979466,0.00069628045,0.18362747,0.000026694765,0.00007251781,0.000038037502,0.0002801339,0.0003982729,0.000539154,0.6228068,0.0006760981,0.19004062],"study_design_scores_gemma":[0.0054640896,0.00013329428,0.19118428,0.000030373018,0.000029826195,0.000045148896,0.00009332652,0.0048328205,0.0010838135,0.00050475413,0.7963868,0.00021148936],"about_ca_topic_score_codex":0.0000039486995,"about_ca_topic_score_gemma":1.2171864e-7,"teacher_disagreement_score":0.7957107,"about_ca_system_score_codex":0.000042865933,"about_ca_system_score_gemma":0.000021875972,"threshold_uncertainty_score":0.99957},"labels":[],"label_agreement":null},{"id":"W2081436046","doi":"10.1177/1553350609357057","title":"Surgical Abdominal Wall (SAW): A Novel Simulator for Training in Ventral Hernia Repair","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Western University","funders":"","keywords":"Medicine; Abdominal wall; Surgical simulation; Simulation training; Surgery; Hernia; Hernia repair; Laparoscopy; General surgery; Simulation; Medical physics; Computer science","score_opus":0.07266987756797294,"score_gpt":0.35811790381484754,"score_spread":0.2854480262468746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081436046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98930496,0.000050886785,0.0009386404,0.0019251484,0.0001530606,0.0006431341,0.000008081821,0.00024408501,0.006732008],"genre_scores_gemma":[0.99647206,0.0000032042426,0.0015878439,0.0008907041,0.0004535016,0.000027097529,0.00018421226,0.000022660477,0.00035871798],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977782,0.000038274455,0.00086536165,0.0004293941,0.00038710432,0.00050167186],"domain_scores_gemma":[0.99887,0.00042869613,0.00013814906,0.00017889836,0.00024075502,0.00014350197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009503291,0.0002214781,0.0005008358,0.00032273805,0.00008337598,0.000028553746,0.000065394575,0.00024356214,0.00026107405],"category_scores_gemma":[0.00032309236,0.00019581306,0.00022225009,0.0013081627,0.00005485899,0.00014636575,0.000011398282,0.0003487241,0.000013936997],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023405716,0.0032852835,0.031276546,0.00020662425,0.00022899767,0.0024314013,0.0024386656,0.007791607,0.0026463168,0.33877417,0.00025903314,0.58725566],"study_design_scores_gemma":[0.0653563,0.0016680353,0.09323396,0.00040431952,0.00009186034,0.0004416693,0.0003590973,0.2929075,0.0004421377,0.0037306405,0.5405373,0.0008271496],"about_ca_topic_score_codex":0.000007075664,"about_ca_topic_score_gemma":0.0000034323639,"teacher_disagreement_score":0.58642846,"about_ca_system_score_codex":0.00013281305,"about_ca_system_score_gemma":0.00013623471,"threshold_uncertainty_score":0.79850245},"labels":[],"label_agreement":null},{"id":"W2092693807","doi":"10.1177/1553350611415868","title":"Midterm Outcomes of Laparoscopic Surgery for Rectal Cancer","year":2012,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Laparoscopic surgery; Surgery; General surgery; Colorectal cancer; Laparoscopy; Cancer surgery; Cancer; Internal medicine","score_opus":0.08285455175186841,"score_gpt":0.3873773078403671,"score_spread":0.3045227560884987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092693807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954222,0.0003388889,0.000045015582,0.00066992384,0.0007574904,0.00044233975,0.0000344071,0.000045427623,0.0022443298],"genre_scores_gemma":[0.9980043,0.00003326573,0.00019782592,0.00016037354,0.00025433337,0.00022973043,0.000109978704,0.000017618651,0.0009925496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988743,0.000023286815,0.00044464887,0.00015108309,0.00022920687,0.0002774498],"domain_scores_gemma":[0.99895096,0.0004239052,0.00015546905,0.00013966863,0.00026021397,0.00006980523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140967,0.00012672623,0.00048438978,0.00017379069,0.000031818716,0.0000047658204,0.000030788997,0.00009910636,0.00044548433],"category_scores_gemma":[0.00021376285,0.00009601266,0.00013965112,0.00073120877,0.00005373392,0.00012106058,0.000019270463,0.00007623462,0.000005919674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006259451,0.00037247286,0.97754854,0.00011129073,0.00013064114,0.0000042033516,0.000043296877,4.6199128e-7,0.0008539635,0.0027217055,0.00068367046,0.016903797],"study_design_scores_gemma":[0.0024005244,0.0001584122,0.9375831,0.000093040166,0.00009372562,0.000014771892,0.000011652098,0.0000227102,0.030129101,0.00014889779,0.02919944,0.00014462763],"about_ca_topic_score_codex":0.000043527863,"about_ca_topic_score_gemma":0.0000031861553,"teacher_disagreement_score":0.039965454,"about_ca_system_score_codex":0.00013059929,"about_ca_system_score_gemma":0.000078767036,"threshold_uncertainty_score":0.4877741},"labels":[],"label_agreement":null},{"id":"W2102438081","doi":"10.1177/1553350610376392","title":"The Cost of Achalasia: Quantifying the Effect of Symptomatic Disease on Patient Cost Burden, Treatment Time, and Work Productivity","year":2010,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Achalasia; Quality of life (healthcare); Myotomy; Disease; Disease burden; Physical therapy; Incidence (geometry); Work productivity; Health care; Surgery; Emergency medicine; Productivity; Esophagus; Internal medicine","score_opus":0.018345899801501808,"score_gpt":0.3024041507173419,"score_spread":0.2840582509158401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102438081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976402,0.000046814035,0.0000025177935,0.0006040198,0.00010213371,0.0013712371,0.00001146944,0.000013377538,0.00020826625],"genre_scores_gemma":[0.99962056,0.000007958765,0.000014031512,0.000006881886,0.000052436295,0.00011080772,0.00004578447,0.000009113071,0.00013245782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990909,0.00009653813,0.00027104325,0.00016057107,0.00024984046,0.0001310859],"domain_scores_gemma":[0.99885386,0.00051144604,0.00017791147,0.0002967801,0.000112200774,0.00004781985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033395542,0.00012843889,0.0002259235,0.00005452921,0.00011101589,0.000011713675,0.000036231984,0.000033562144,0.000013222237],"category_scores_gemma":[0.0003120076,0.000055003053,0.00004743538,0.00040921403,0.00015926428,0.000031353455,0.000020026331,0.00012357673,0.000007720055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018271464,0.00068963104,0.59420055,0.00013676703,0.0002718294,0.000105739506,0.00016816599,0.000032111948,0.00310668,0.0017519023,0.0000448862,0.3976646],"study_design_scores_gemma":[0.0044093034,0.003661937,0.9501444,0.00021331546,0.0003128637,0.000029240351,0.000012905996,0.00037848073,0.03976723,0.0000764773,0.0009296571,0.000064197775],"about_ca_topic_score_codex":0.000006650467,"about_ca_topic_score_gemma":9.816055e-7,"teacher_disagreement_score":0.3976004,"about_ca_system_score_codex":0.000034459845,"about_ca_system_score_gemma":0.000025624555,"threshold_uncertainty_score":0.22429594},"labels":[],"label_agreement":null},{"id":"W2102472647","doi":"10.1177/1553350610392065","title":"Feasibility and Safety of Adhesiolysis Using Transgastric NOTES Approach: A Pilot Survival Study in a Porcine Model","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Cook Medical","keywords":"Medicine; Adhesion; Laparotomy; Surgery; Laparoscopy; Endoscopy","score_opus":0.3368662257631644,"score_gpt":0.36659705753879634,"score_spread":0.02973083177563196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102472647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859334,0.000043556545,0.01037083,0.00002660267,0.000012026191,0.0011311845,0.000010914484,0.000057728103,0.0024137213],"genre_scores_gemma":[0.98666394,0.000023477618,0.0131976,0.000020068223,0.000019322533,0.000025458077,0.000022494089,0.000017551307,0.000010096585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794203,0.00016509058,0.000925802,0.0004104357,0.0003453014,0.00021132531],"domain_scores_gemma":[0.9989734,0.00014693983,0.00018015907,0.00028328988,0.00035550768,0.000060696122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015908489,0.00018691296,0.00064010505,0.0004985214,0.00003151197,0.000004701212,0.00007042217,0.00010609451,0.00006377319],"category_scores_gemma":[0.00032115396,0.00015321985,0.000057427085,0.0020916979,0.00013643183,0.0001148496,0.00004874193,0.000258702,3.6523642e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064310855,0.0050066155,0.9656532,0.0002020873,0.00006592593,0.000068501955,0.0009697141,0.00005218111,0.01383465,0.0049158614,9.652576e-7,0.0027992444],"study_design_scores_gemma":[0.009837261,0.002895787,0.95288193,0.00016078651,0.00017752932,0.0000561154,0.0005459567,0.02404049,0.0068561854,0.0021857226,0.00000613902,0.00035607698],"about_ca_topic_score_codex":0.00021982315,"about_ca_topic_score_gemma":0.000016049868,"teacher_disagreement_score":0.02398831,"about_ca_system_score_codex":0.00008536888,"about_ca_system_score_gemma":0.00008212964,"threshold_uncertainty_score":0.6248124},"labels":[],"label_agreement":null},{"id":"W2106643225","doi":"10.1177/1553350606296389","title":"A Randomized Controlled Trial of Laparoscopic Nissen Fundoplication Versus Proton Pump Inhibitors for Treatment of Patients With Chronic Gastroesophageal Reflux Disease: One-Year Follow-Up","year":2006,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Reflux; Nissen fundoplication; Randomized controlled trial; Surgery; Proton-pump inhibitor; Disease; Internal medicine; Quality of life (healthcare); Medical therapy","score_opus":0.02047689292321462,"score_gpt":0.2973003369788285,"score_spread":0.2768234440556139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106643225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808706,0.00005413047,0.00012736674,0.000081690814,0.00022396832,0.018295188,0.00006816857,0.000036199934,0.00024270096],"genre_scores_gemma":[0.9923243,0.000008954554,0.00025072246,0.000003349947,0.00027906164,0.0046613067,0.0019039215,0.000029051856,0.0005393107],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99765795,0.00011522606,0.0010993911,0.00033167147,0.0005281581,0.00026757547],"domain_scores_gemma":[0.99800205,0.0002835803,0.00075014634,0.00028858962,0.0005988803,0.000076745135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029700925,0.00026241675,0.0014743309,0.0002481157,0.000056805435,0.0000122657775,0.000046416437,0.000096719006,0.000038971382],"category_scores_gemma":[0.00016609748,0.00016923125,0.00032490774,0.00048137378,0.00013401559,0.000094978896,0.000009661363,0.000047146998,0.000002854374],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9669491,0.0030394131,0.026676485,0.00017383449,0.0005045023,0.000006749847,0.000013575693,0.000009506416,0.00013750693,0.001973071,0.000006557098,0.00050967647],"study_design_scores_gemma":[0.970117,0.0091596125,0.013436647,0.00007461109,0.00088392827,2.3794016e-7,0.0000019025579,0.0000579565,0.0059397155,0.00020207935,0.00006149532,0.0000648259],"about_ca_topic_score_codex":0.000020320684,"about_ca_topic_score_gemma":0.000002655137,"teacher_disagreement_score":0.013633881,"about_ca_system_score_codex":0.00029131246,"about_ca_system_score_gemma":0.00024393176,"threshold_uncertainty_score":0.690105},"labels":[],"label_agreement":null},{"id":"W2109382108","doi":"10.1177/1553350612449075","title":"What Do Surgeons See","year":2012,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta; Simon Fraser University","funders":"Mitacs","keywords":"Eye tracking; Computer vision; Eye tracking on the ISS; Gaze; BitTorrent tracker; Artificial intelligence; Computer science; Optical head-mounted display; Flexibility (engineering); Workflow","score_opus":0.06627604623785291,"score_gpt":0.3510269566674248,"score_spread":0.2847509104295719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109382108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461928,0.00031150336,0.00011850332,0.0011179649,0.00082087365,0.00013790476,9.392737e-7,0.00012603722,0.051173486],"genre_scores_gemma":[0.99720645,0.00005089649,0.00009297305,0.0006684212,0.00037118915,0.000008211247,0.00010467338,0.00001263807,0.0014845537],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989991,0.000033463097,0.00030536635,0.00012645706,0.0002672743,0.00026832742],"domain_scores_gemma":[0.9993278,0.00017308688,0.00006149116,0.00013622409,0.00018705596,0.00011433484],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057488534,0.00009325551,0.00017036534,0.0001589452,0.000060727783,0.000046360747,0.000024917372,0.000103041355,0.0031323868],"category_scores_gemma":[0.00013558056,0.000074518684,0.00005604352,0.0011272314,0.000038769373,0.00048459903,0.00001745311,0.00016673762,0.0003328567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003528117,0.000506877,0.36616656,0.000035781664,0.00007298148,0.000062687344,0.00043070744,0.000020011845,0.00032483446,0.26706484,0.0009261258,0.36403582],"study_design_scores_gemma":[0.0028165285,0.00004382681,0.13426304,0.00008505029,0.00002276102,0.00007953946,0.00032137719,0.00023731476,0.00057416374,0.00053012173,0.8608629,0.0001633765],"about_ca_topic_score_codex":0.000003149885,"about_ca_topic_score_gemma":2.4554268e-7,"teacher_disagreement_score":0.8599368,"about_ca_system_score_codex":0.000034995614,"about_ca_system_score_gemma":0.0000215881,"threshold_uncertainty_score":0.9977789},"labels":[],"label_agreement":null},{"id":"W2114761890","doi":"10.1177/1553350611409063","title":"Adoption of Surgical Innovations","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Snowball sampling; Nonprobability sampling; Credentialing; Champion; Qualitative research; Sentinel lymph node; Grounded theory; Psychological intervention; Health care; Medical education; Nursing; Breast cancer","score_opus":0.035845362368793765,"score_gpt":0.2816631378341122,"score_spread":0.2458177754653184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114761890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818249,0.00009244875,0.00048045508,0.00014780898,0.00011455237,0.00008830518,0.000017231225,0.000016718997,0.017217608],"genre_scores_gemma":[0.99841106,0.000059653266,0.0007934778,0.000031231262,0.00013531257,0.000023866094,0.000367191,0.000009059732,0.0001691667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99929285,0.000023351751,0.00029206293,0.0001732529,0.00010561469,0.00011287628],"domain_scores_gemma":[0.9993315,0.0000090407975,0.00011686044,0.00016116141,0.00036734805,0.000014140001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013394828,0.00009024125,0.000109565626,0.0000960693,0.000041854015,0.0000030357774,0.00006139845,0.00009293608,0.00008461116],"category_scores_gemma":[0.000023487723,0.0000807711,0.00003613232,0.00069943006,0.00009116649,0.000005454123,0.000048159574,0.000045893285,0.000010960895],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018935588,0.0015800485,0.28315997,0.00007698184,0.00049492664,0.0000515573,0.0004784867,0.000019599944,0.0654622,0.5888588,0.0049925637,0.05293133],"study_design_scores_gemma":[0.00566062,0.00073862437,0.45142615,0.000056894343,0.00007241423,0.00017024478,0.00031617057,0.000020661388,0.30168405,0.0045796083,0.23458992,0.0006846387],"about_ca_topic_score_codex":0.000023612736,"about_ca_topic_score_gemma":0.0000034498973,"teacher_disagreement_score":0.5842792,"about_ca_system_score_codex":0.000011889025,"about_ca_system_score_gemma":0.000030806114,"threshold_uncertainty_score":0.32937497},"labels":[],"label_agreement":null},{"id":"W2122847115","doi":"10.1177/1553350606298967","title":"Regional Variation in Surgery for Gastroesophageal Reflux Disease in Ontario","year":2007,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; GERD; Reflux; Disease; Population; Variation (astronomy); Surgery; Internal medicine; Environmental health","score_opus":0.05147626908838257,"score_gpt":0.31974131411563866,"score_spread":0.2682650450272561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122847115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975914,0.000015210787,0.00094903907,0.00032777322,0.00013344636,0.00048698412,0.000004775169,0.00002574868,0.0004656399],"genre_scores_gemma":[0.997009,0.0000014548923,0.00106987,0.00021756771,0.00012052891,0.000055712844,0.0006668304,0.000014486414,0.0008445795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984701,0.000024004767,0.00060783676,0.00028049794,0.0002703931,0.0003471683],"domain_scores_gemma":[0.9992567,0.0002364708,0.000109842935,0.00013814369,0.00016055562,0.000098289245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096420187,0.00013482348,0.00025925494,0.0006329867,0.00003069085,0.00001107811,0.00002999384,0.00009148733,0.00009341578],"category_scores_gemma":[0.00018545141,0.00012222365,0.00007145582,0.00085398095,0.000025719453,0.0001410959,0.000010807126,0.00019861423,0.000010680349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015110811,0.00049387995,0.989733,0.000026719774,0.000013124669,0.0014100478,0.00006820428,0.000016195938,0.00007824744,0.004173899,0.00009335233,0.002382247],"study_design_scores_gemma":[0.0028153462,0.000094775714,0.9946825,0.000053820222,0.000013571276,0.000014851609,0.0000033646786,0.000086062384,0.00006452647,0.0014282397,0.00069524796,0.00004768333],"about_ca_topic_score_codex":0.0010839895,"about_ca_topic_score_gemma":0.0026975074,"teacher_disagreement_score":0.00494951,"about_ca_system_score_codex":0.0006060231,"about_ca_system_score_gemma":0.0002906184,"threshold_uncertainty_score":0.49841356},"labels":[],"label_agreement":null},{"id":"W2127778392","doi":"10.1177/1553350610379426","title":"Measuring Processes of Care in General Surgery: Assessment of Technical and Nontechnical Skills","year":2010,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quality (philosophy); Health care; Patient care; Surgical procedures; Nursing; Medical education; Surgery","score_opus":0.051112829417501,"score_gpt":0.3773044707573864,"score_spread":0.3261916413398854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127778392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014112732,0.9777978,0.000024473939,0.00007890679,0.0001273824,0.0012417549,0.00002699532,0.000054129225,0.0065358137],"genre_scores_gemma":[0.021667497,0.9765681,0.0010498065,0.000015912892,0.00014611088,0.00010901864,0.00030606694,0.000043676893,0.00009380361],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967213,0.00015887039,0.0018366707,0.00041464582,0.0006209687,0.0002475165],"domain_scores_gemma":[0.99671674,0.0016447129,0.000593433,0.00034092742,0.00063021405,0.000073998366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013068522,0.00034098868,0.0042278357,0.0008403168,0.000020675241,0.00001137504,0.000102207974,0.0008127495,0.000023995186],"category_scores_gemma":[0.0010473426,0.0002476901,0.0005578311,0.0022668138,0.00021860971,0.000060793674,0.000076099095,0.00084620446,6.83065e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008145345,0.00043824443,0.020649135,0.050726477,0.000099695,0.00024106866,0.000020136838,4.5996873e-7,0.00004396222,0.012227124,0.000016620212,0.91545564],"study_design_scores_gemma":[0.0006688252,0.00015138405,0.010830287,0.015754204,0.00041898742,0.00049212866,0.000010012558,0.0000015268068,0.00006895132,0.000015561132,0.97126377,0.0003243441],"about_ca_topic_score_codex":0.000014547963,"about_ca_topic_score_gemma":0.000013708036,"teacher_disagreement_score":0.9712472,"about_ca_system_score_codex":0.00012486108,"about_ca_system_score_gemma":0.0009723512,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W2132608764","doi":"10.1177/1553350612460125","title":"Intradetrusor Injection of Botulinum Toxin for the Management of Refractory Overactive Bladder Syndrome","year":2012,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Botulinum toxin; Overactive bladder; Refractory (planetary science); Detrusor muscle; Pharmacotherapy; Safety profile; Quality of life (healthcare); Intensive care medicine; Urology; Anesthesia; Urinary bladder; Internal medicine; Adverse effect","score_opus":0.12580358047036325,"score_gpt":0.4141096485954702,"score_spread":0.28830606812510695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132608764","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007818929,0.9923331,0.00033515343,0.000104233244,0.0003497637,0.003180562,0.000108391374,0.00002068112,0.0027861912],"genre_scores_gemma":[0.009433417,0.9876977,0.00023277607,0.000010576299,0.000207475,0.00030632364,0.00050338916,0.000042343734,0.0015659693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800086,0.0001115182,0.0009208974,0.00024316121,0.00046565075,0.00025789926],"domain_scores_gemma":[0.9980959,0.0005732723,0.00055558165,0.0003540009,0.000380952,0.000040259725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010664964,0.00022581498,0.00094099285,0.00039466124,0.000054239186,0.000008158263,0.00012229291,0.00026589015,0.00029958383],"category_scores_gemma":[0.000037170485,0.00014013845,0.00025990652,0.0014768332,0.000105538704,0.00011731028,0.000073272495,0.0004921879,0.00001116762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034785573,0.00041012853,0.000008994128,0.027956009,0.0014257648,0.000024088458,0.00004939676,4.6677587e-7,0.000005488104,0.0038153294,0.00026930193,0.96568716],"study_design_scores_gemma":[0.00076720916,0.0008362316,0.00031520354,0.0032536061,0.0013724426,0.000345487,0.00007336727,0.000008539263,0.00003578276,0.00013891708,0.9927096,0.00014365479],"about_ca_topic_score_codex":0.000012607868,"about_ca_topic_score_gemma":2.4292552e-7,"teacher_disagreement_score":0.9924403,"about_ca_system_score_codex":0.00013881778,"about_ca_system_score_gemma":0.00014956818,"threshold_uncertainty_score":0.571468},"labels":[],"label_agreement":null},{"id":"W2133780453","doi":"10.1177/1553350606291042","title":"A Novel Method of Assessing Clinical Reasoning in Surgical Residents","year":2006,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Summative assessment; Concordance; Formative assessment; Medicine; Test (biology); Medical education; Clinical judgment; Medical physics; Psychology; Mathematics education","score_opus":0.19508254442248776,"score_gpt":0.5425451436749902,"score_spread":0.34746259925250245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133780453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016585501,0.97809505,0.0029372785,0.00012044265,0.0007379308,0.0011277738,0.000041512965,0.00010535141,0.0151761025],"genre_scores_gemma":[0.00028660338,0.9697877,0.026424794,0.00005323802,0.0010867871,0.000061812694,0.0013609255,0.00009430525,0.00084383436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924774,0.0006877351,0.004757136,0.0008492183,0.0007726537,0.0004558678],"domain_scores_gemma":[0.9646915,0.032260675,0.0017389972,0.0006114492,0.00053948123,0.00015785018],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0069093835,0.00046247806,0.004068449,0.0008155972,0.000040538438,0.000049187824,0.00019462232,0.001327335,0.00009504971],"category_scores_gemma":[0.043177027,0.00036173957,0.00079759187,0.003779564,0.00018014744,0.00010213447,0.00013721063,0.0016984416,0.000025483509],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000816158,0.001025208,0.0034385931,0.0022361518,0.00009386327,0.000680872,0.0000037336863,0.0000025376064,4.834116e-7,0.004544831,0.00035148291,0.9875406],"study_design_scores_gemma":[0.0044113854,0.00022363696,0.0075482437,0.14465182,0.00085642136,0.0014513697,0.000007283629,0.00014275053,0.000001958227,0.00021286255,0.8399953,0.00049693347],"about_ca_topic_score_codex":0.00030839813,"about_ca_topic_score_gemma":0.000006040764,"teacher_disagreement_score":0.9870437,"about_ca_system_score_codex":0.0001873465,"about_ca_system_score_gemma":0.00095695,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W2151125288","doi":"10.1177/1553350606296341","title":"How Are Decisions to Introduce New Surgical Technologies Made? Advanced Laparoscopic Surgery at a Canadian Community Hospital: A Qualitative Case Study and Evaluation","year":2006,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Publicity; Thematic analysis; Relevance (law); Enforcement; Qualitative research; Health technology; Process (computing); Health care; Marketing; Business; Computer science","score_opus":0.3832335123102164,"score_gpt":0.46434573244356725,"score_spread":0.08111222013335084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151125288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94193983,0.0006739271,0.00018886496,0.054310217,0.00039168668,0.0019134136,0.00018522276,0.00012513799,0.00027168545],"genre_scores_gemma":[0.99737155,0.000021060896,0.0007954667,0.00046536323,0.00017913873,0.00035034507,0.00018468381,0.000030718624,0.0006016443],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99453276,0.0013071656,0.0027378746,0.0006788412,0.00023121743,0.0005121252],"domain_scores_gemma":[0.9936696,0.0035424943,0.0014029667,0.0006954022,0.0004809549,0.00020857713],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.021390636,0.0002795452,0.001035437,0.0013465448,0.0007439205,0.00022821405,0.00019941262,0.0002437163,0.00007793096],"category_scores_gemma":[0.012474761,0.00032942524,0.00006707261,0.0018378794,0.00011241351,0.0006091961,0.00013825954,0.00040301963,0.00012735814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032150844,0.0024147592,0.58549994,0.00034095958,0.00037333416,0.001089588,0.045179956,0.0011387285,0.000019910183,0.20872205,0.12641847,0.028480778],"study_design_scores_gemma":[0.012577856,0.0014618775,0.23307978,0.00054630946,0.00008905535,0.0011226719,0.40672264,0.0039646444,0.000080067,0.11598049,0.2210251,0.0033495112],"about_ca_topic_score_codex":0.11536813,"about_ca_topic_score_gemma":0.15969703,"teacher_disagreement_score":0.36154267,"about_ca_system_score_codex":0.0015908421,"about_ca_system_score_gemma":0.00033644328,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W2157204366","doi":"10.1177/1553350608329802","title":"Novel Hands-Free Pointer Improves Instruction Efficiency in Laparoscopic Surgery","year":2008,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Pointer (user interface); Medicine; Laparoscopic surgery; Laparoscopy; Laparoscopic cholecystectomy; Surgery; General surgery; Computer science; Computer vision","score_opus":0.05401192832547587,"score_gpt":0.2991308633777134,"score_spread":0.24511893505223753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157204366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870035,0.000021471204,0.00020583809,0.00050315476,0.00029470393,0.00016881822,0.0000016702891,0.00009575888,0.01170505],"genre_scores_gemma":[0.99884045,0.000012103703,0.00014316349,0.00033092243,0.00017674647,0.000012072073,0.00007852092,0.0000136650215,0.00039235078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998604,0.000024727426,0.00058235816,0.00025605597,0.0002989419,0.00023393094],"domain_scores_gemma":[0.99925375,0.00020524593,0.00010760882,0.00019947697,0.00017916571,0.000054766533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003552832,0.00012725499,0.00030101638,0.0004941815,0.00007742694,0.000013379724,0.00005068648,0.00013054864,0.00024062587],"category_scores_gemma":[0.00046468724,0.00010838155,0.000069352405,0.0018528141,0.00010051679,0.0001656207,0.00003002511,0.0002397274,0.000023766812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039607575,0.0023049698,0.8359677,0.00021874582,0.00009124666,0.00075691915,0.00093717675,0.00019642121,0.009893302,0.052407485,0.0009833652,0.09228186],"study_design_scores_gemma":[0.06132284,0.00024335439,0.9095678,0.00023736966,0.00001624185,0.0006407834,0.000094158895,0.0034827504,0.0062255026,0.0008165248,0.016961249,0.00039144282],"about_ca_topic_score_codex":0.00003457875,"about_ca_topic_score_gemma":0.0000051213137,"teacher_disagreement_score":0.091890424,"about_ca_system_score_codex":0.000071001414,"about_ca_system_score_gemma":0.00008222935,"threshold_uncertainty_score":0.44196713},"labels":[],"label_agreement":null},{"id":"W2165568021","doi":"10.1177/1553350609336738","title":"Gastrectomy and Esophagogastrectomy for Proximal and Distal Gastric Lesions: A Comparison of Open and Laparoscopic Procedures","year":2009,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Gastrectomy; Surgery; Open surgery; Laparoscopic surgery; Cancer; Laparoscopy; General surgery; Internal medicine","score_opus":0.04680780780558003,"score_gpt":0.37751123789265034,"score_spread":0.3307034300870703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165568021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99614984,0.00044816875,0.00024399959,0.0016175593,0.00002366058,0.0010397739,0.000007895649,0.000020837855,0.00044826118],"genre_scores_gemma":[0.9966318,0.00004867914,0.0028521963,0.000097373035,0.000049769344,0.000038065504,0.000051791332,0.000006219438,0.00022411373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999184,0.000012291399,0.0003121506,0.00022439605,0.00011890128,0.00014825612],"domain_scores_gemma":[0.9995805,0.00006260655,0.00012552834,0.00007481096,0.0001083977,0.00004815338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016618516,0.00011300008,0.00033845313,0.00018892877,0.00006341526,0.000055265187,0.000044637636,0.000042426323,0.000010802471],"category_scores_gemma":[0.00011070371,0.00009135035,0.0000159087,0.00049773837,0.000072072966,0.00014858357,0.000064152155,0.00007394116,1.3232119e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013805266,0.00028943233,0.84871054,0.0004955125,0.000044984834,0.000007364653,0.00018595613,9.580881e-7,0.0015623407,0.015799174,0.0010753536,0.13044788],"study_design_scores_gemma":[0.008536906,0.0015870689,0.98348045,0.00021870824,0.000100881865,0.00004935675,0.00030845037,0.0004979169,0.0014334114,0.0014821973,0.0021794494,0.0001251959],"about_ca_topic_score_codex":0.000013608821,"about_ca_topic_score_gemma":0.0000055162213,"teacher_disagreement_score":0.13476993,"about_ca_system_score_codex":0.000015818296,"about_ca_system_score_gemma":0.000040397998,"threshold_uncertainty_score":0.37251595},"labels":[],"label_agreement":null},{"id":"W2165572081","doi":"10.1177/155335060501200407","title":"Telementoring: An Important Enabling Tool for the Community Surgeon","year":2005,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Cégep de Chicoutimi","funders":"","keywords":"Medicine; General surgery; Surgery; Community hospital; Laparoscopy; Laparoscopic surgery; Medical physics; Nursing","score_opus":0.10844602950550199,"score_gpt":0.3771169654114841,"score_spread":0.2686709359059821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165572081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99336606,0.00004656385,0.0015362935,0.0017905154,0.0001335967,0.00043636517,0.0000042579395,0.000109226115,0.002577103],"genre_scores_gemma":[0.99747276,0.000011179252,0.00056379207,0.0007387779,0.0005542769,0.000039967214,0.00020646279,0.00001387464,0.0003989286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988625,0.000063997155,0.0005111287,0.00012435201,0.00022947673,0.00020853085],"domain_scores_gemma":[0.99859965,0.00069472095,0.00011670682,0.0002492166,0.0002934331,0.000046268055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021815544,0.00009771719,0.00015740951,0.00009301934,0.00033949487,0.000040866,0.00006919973,0.00007079542,0.00038425377],"category_scores_gemma":[0.00036922705,0.000064412874,0.000060970193,0.00062687957,0.00003757395,0.00015343493,0.000020430536,0.00028479146,0.0000062894937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010354168,0.00068011816,0.07212927,0.000049781298,0.00011029504,0.000012945409,0.0006789642,0.0005654134,0.0010823713,0.12133097,0.00017615441,0.8021483],"study_design_scores_gemma":[0.0039072833,0.00016897127,0.028276414,0.000023529325,0.00003421634,0.000015329582,0.00033204496,0.01442171,0.0014316596,0.00039169312,0.9508633,0.00013385543],"about_ca_topic_score_codex":0.000027402712,"about_ca_topic_score_gemma":0.00001032831,"teacher_disagreement_score":0.9506871,"about_ca_system_score_codex":0.00005556551,"about_ca_system_score_gemma":0.00003733529,"threshold_uncertainty_score":0.42073095},"labels":[],"label_agreement":null},{"id":"W2170754773","doi":"10.1177/1553350611430673","title":"Objective Assessment of Laparoscopic Skills","year":2011,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Laparoscopic surgery; Laparoscopy; General surgery; Medical physics; Surgery","score_opus":0.05776811279023188,"score_gpt":0.3656936239784629,"score_spread":0.307925511188231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170754773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76207715,0.000005395909,0.00039391263,0.00003644682,0.00008318216,0.000117027834,0.000001375926,0.000034315795,0.23725116],"genre_scores_gemma":[0.9979858,0.0000028259153,0.0014114977,0.00012737534,0.000046526835,0.0000070930864,0.00003317388,0.0000066703524,0.00037904226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992259,0.000026524405,0.00032307065,0.00012492012,0.00019769737,0.000101875856],"domain_scores_gemma":[0.99940133,0.00007647151,0.00010211635,0.00010417245,0.00028190715,0.000033988857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024160933,0.00006590824,0.00019435682,0.00014038135,0.000023041224,0.0000028998993,0.000025340387,0.000066312,0.0015173972],"category_scores_gemma":[0.00007216578,0.000052339677,0.000039538885,0.0008048077,0.00005191078,0.000056007844,0.000013057672,0.00011404362,0.0000116916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002735173,0.0011159625,0.52596927,0.00006133957,0.00011699922,0.00007066235,0.00062490645,0.000014990291,0.0010985733,0.42619008,0.000036952933,0.044426735],"study_design_scores_gemma":[0.0047353758,0.00027789304,0.97879094,0.00006763794,0.000025192912,0.000011276224,0.000093159644,0.00052912405,0.008019792,0.0020348947,0.0053220307,0.000092710405],"about_ca_topic_score_codex":0.000010844403,"about_ca_topic_score_gemma":4.3611442e-7,"teacher_disagreement_score":0.45282164,"about_ca_system_score_codex":0.000029606052,"about_ca_system_score_gemma":0.000051576135,"threshold_uncertainty_score":0.9993954},"labels":[],"label_agreement":null},{"id":"W2311571231","doi":"10.1177/1553350616639141","title":"Depth Perception of Surgeons in Minimally Invasive Surgery","year":2016,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Depth perception; Presentation (obstetrics); Stereoscopy; Medicine; Perception; Sensory cue; Invasive surgery; Shadow (psychology); Computer vision; Surgery; Artificial intelligence; Computer science; Psychology; Neuroscience","score_opus":0.08739862546807323,"score_gpt":0.34971347095212274,"score_spread":0.2623148454840495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311571231","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005496704,0.91930497,0.069956645,0.00085738616,0.0006320924,0.002091616,0.00012003609,0.00028816058,0.006199432],"genre_scores_gemma":[0.0011148792,0.9974239,0.0006232955,0.000024456098,0.00006526024,0.00024327496,0.0003224888,0.00002336903,0.00015907147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662536,0.00034651623,0.0017244,0.000593279,0.00040356015,0.00030688665],"domain_scores_gemma":[0.99594986,0.001853644,0.0010404538,0.0007523253,0.00035736023,0.000046356003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013818966,0.00029752482,0.0012227054,0.0013388146,0.0000462473,0.00004173119,0.0006620574,0.00039189626,0.000059742473],"category_scores_gemma":[0.00032960478,0.0002313968,0.00028745408,0.0048844693,0.0001085032,0.00035994808,0.00023293431,0.00029204803,0.0001356145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018963705,0.00009064082,0.00006233003,0.0013588647,0.000023362622,0.0000125554425,0.000021399292,5.9849043e-7,0.00000649031,0.04727017,0.00052137946,0.9506303],"study_design_scores_gemma":[0.0001609063,0.000018318253,0.00043572835,0.0077416683,0.000028357137,0.00004453079,0.000007906084,0.0000378516,0.0000099167355,0.001590298,0.98952633,0.00039819267],"about_ca_topic_score_codex":0.000044022727,"about_ca_topic_score_gemma":0.000037284175,"teacher_disagreement_score":0.98900497,"about_ca_system_score_codex":0.00027756495,"about_ca_system_score_gemma":0.00082142,"threshold_uncertainty_score":0.94360876},"labels":[],"label_agreement":null},{"id":"W2323373872","doi":"10.1177/1553350614537562","title":"The Impact of Marketing Language on Patient Preference for Robot-Assisted Surgery","year":2014,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Preference; Surgery; Robot; Artificial intelligence; Computer science","score_opus":0.136529040268027,"score_gpt":0.46622057625717644,"score_spread":0.32969153598914946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323373872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836003,0.00005089158,0.0003254346,0.0016070382,0.00056169165,0.0006096674,0.00002033321,0.00004231301,0.013182314],"genre_scores_gemma":[0.9984848,0.000021080523,0.0000854795,0.00038435723,0.00029865318,0.00010851588,0.00008304137,0.000009863723,0.0005242014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99760276,0.0009182682,0.0007144578,0.00015021377,0.0002439345,0.00037034994],"domain_scores_gemma":[0.99111694,0.0077509955,0.00039467303,0.00020694894,0.00046100502,0.00006945808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042889095,0.00009443633,0.00022267553,0.0000772914,0.00037163173,0.0000047260464,0.000076013006,0.0001612421,0.00006582392],"category_scores_gemma":[0.005347857,0.00005287223,0.00009040959,0.0005117278,0.00004082245,0.0000313649,0.000029533923,0.00030742315,0.000014525209],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014819913,0.00012586408,0.0079408,0.00026677773,0.000029103037,0.0000022711665,0.00034416994,0.000011808044,0.00031659848,0.013643122,0.074231185,0.9016063],"study_design_scores_gemma":[0.0015280975,0.0007859854,0.79561824,0.0012046832,0.000012771111,0.0000025312463,0.00076792494,0.0011578945,0.00026587993,0.0023003465,0.19609962,0.00025603743],"about_ca_topic_score_codex":0.00029914497,"about_ca_topic_score_gemma":0.000014778378,"teacher_disagreement_score":0.90135026,"about_ca_system_score_codex":0.00010933003,"about_ca_system_score_gemma":0.00020705212,"threshold_uncertainty_score":0.640227},"labels":[],"label_agreement":null},{"id":"W2329191841","doi":"10.1177/1553350615573581","title":"Three-Dimensional Eye Tracking in a Surgical Scenario","year":2015,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Eye tracking; Surgical procedures; Optometry; Ophthalmology; Surgery; Computer vision; Artificial intelligence; Computer science","score_opus":0.04213633524171463,"score_gpt":0.3074512916805615,"score_spread":0.2653149564388469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329191841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844504,0.00022108601,0.008732409,0.00058767525,0.00027739655,0.00013466562,0.0000018169201,0.0011327212,0.0044618184],"genre_scores_gemma":[0.9902882,0.0000035191695,0.009519566,0.000021802472,0.00007327549,0.00001720468,0.000023558152,0.000024901858,0.000027972867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883777,0.000011221719,0.00038324375,0.00020020061,0.00026035128,0.00030719675],"domain_scores_gemma":[0.9995095,0.000084420455,0.000028930028,0.0001778321,0.00015358135,0.000045708275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003461064,0.00014809167,0.00019624746,0.0002902242,0.000022234028,0.00003117296,0.00012680214,0.00015572649,0.000025032183],"category_scores_gemma":[0.00021175,0.00013908418,0.00002467458,0.0015791026,0.00009640029,0.00029461528,0.000062645675,0.00042974658,0.00006101573],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027329742,0.00037554273,0.05058902,0.00008744943,0.000057080124,0.0025046528,0.00020926826,0.30849907,0.0030340834,0.36887452,0.0028342411,0.26266176],"study_design_scores_gemma":[0.0055144154,0.0001400697,0.012816774,0.00023321132,0.000012034955,0.00021836869,0.00010608317,0.71184,0.0077431574,0.15173922,0.10833284,0.0013038678],"about_ca_topic_score_codex":0.0000114309305,"about_ca_topic_score_gemma":0.000016364424,"teacher_disagreement_score":0.40334088,"about_ca_system_score_codex":0.0001721928,"about_ca_system_score_gemma":0.000023565039,"threshold_uncertainty_score":0.56716883},"labels":[],"label_agreement":null},{"id":"W2346066078","doi":"10.1177/1553350615624788","title":"Smartphones and Patient Care","year":2016,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Patient care; Medical emergency; Nursing","score_opus":0.042069417520595315,"score_gpt":0.41134316154472456,"score_spread":0.36927374402412927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346066078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96817076,0.0004151855,0.00045175044,0.009047232,0.00050663075,0.0015497636,0.00003661798,0.00014210101,0.019679949],"genre_scores_gemma":[0.9946974,0.00024759182,0.00022816213,0.0017363492,0.0001919616,0.0022239292,0.00003183782,0.0000116067595,0.00063118164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986976,0.0001169484,0.00052824663,0.00020879364,0.00012778798,0.00032062165],"domain_scores_gemma":[0.99880815,0.00033551102,0.00016491812,0.00017698518,0.00040092916,0.00011353927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021569962,0.000080036465,0.00012426802,0.000111052825,0.00046468189,0.000002702877,0.000038654824,0.0001344593,0.00045330898],"category_scores_gemma":[0.00012151885,0.000049901017,0.000011484763,0.000460154,0.000047429236,0.0000737064,0.00004269528,0.00015277028,0.00028723103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005326138,0.000017464705,0.028516017,0.00013325395,0.0000020235918,0.0000014962383,0.00046418404,5.3221182e-8,0.00030428942,0.20377377,0.0062192045,0.760515],"study_design_scores_gemma":[0.00083427253,0.0000734815,0.020944893,0.00008614519,0.0000020295786,0.000001800088,0.00051375275,0.0000019382194,0.0000821795,0.0021513293,0.97523534,0.00007286351],"about_ca_topic_score_codex":0.000044192177,"about_ca_topic_score_gemma":0.000021907632,"teacher_disagreement_score":0.96901613,"about_ca_system_score_codex":0.00009455844,"about_ca_system_score_gemma":0.00017241611,"threshold_uncertainty_score":0.49634156},"labels":[],"label_agreement":null},{"id":"W2419248997","doi":"10.1177/1553350616628680","title":"Prevailing Trends in Haptic Feedback Simulation for Minimally Invasive Surgery","year":2016,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Haptic technology; Invasive surgery; Robotic surgery; Medicine; Surgical simulation; Laparoscopic surgery; Stereotaxy; Virtual reality; Computer science; Medical physics; Simulation; Surgery; Human–computer interaction; Laparoscopy","score_opus":0.1811309389584082,"score_gpt":0.42005487325663543,"score_spread":0.23892393429822723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419248997","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019398045,0.9852215,0.0006069467,0.00025557267,0.0006247175,0.0023679582,0.00006764832,0.00021170314,0.008704126],"genre_scores_gemma":[0.028822191,0.962874,0.00028584935,0.0001458617,0.0010939579,0.0003995566,0.003583141,0.00014206982,0.0026533818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655867,0.00014694319,0.0019211986,0.0005978557,0.000362536,0.00041282162],"domain_scores_gemma":[0.992045,0.006492172,0.00068111386,0.0002692919,0.0004194261,0.00009299907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001231427,0.00042043996,0.0018938914,0.0018206029,0.000062197345,0.00004107325,0.000079676945,0.0005988971,0.0008608674],"category_scores_gemma":[0.0015912866,0.00030365904,0.0006151861,0.002925034,0.00006163525,0.00016929866,0.00003128269,0.0003370332,0.000075139695],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002942392,0.000087988825,0.000085093845,0.0034345328,0.000084209496,0.000047189576,0.000015701093,0.000042093223,8.081768e-7,0.0009741813,0.000053657794,0.9948803],"study_design_scores_gemma":[0.003818436,0.00007538691,0.00012823677,0.019165369,0.00020188786,0.000019835785,0.000005874454,0.0013105484,0.0000012776202,0.00017434356,0.9747277,0.00037109252],"about_ca_topic_score_codex":0.0000018002569,"about_ca_topic_score_gemma":0.0000024161864,"teacher_disagreement_score":0.9945092,"about_ca_system_score_codex":0.00028655774,"about_ca_system_score_gemma":0.00034821982,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W2524808901","doi":"10.1177/1553350616671640","title":"The Abdominal Reapproximation Anchor Device","year":2016,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Abdominal compartment syndrome; Abdomen; Intensive care unit; Medical record; Intensive care medicine","score_opus":0.039010050124059475,"score_gpt":0.32109899142598314,"score_spread":0.28208894130192363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524808901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327136,0.0001058171,0.007545629,0.033129048,0.00016236785,0.0003394985,0.0000036880406,0.00009807966,0.025902217],"genre_scores_gemma":[0.99565,0.000030093488,0.0003974152,0.00026945732,0.00024322441,0.000070223614,0.000019098663,0.000007516795,0.0033129686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991702,0.000037707352,0.0003124005,0.00014422368,0.00018744098,0.00014802386],"domain_scores_gemma":[0.99893355,0.00035037159,0.00010427462,0.0002298193,0.00034738722,0.000034591856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050276314,0.00007170768,0.0001017717,0.00006425511,0.00021295433,0.000018145865,0.000056151403,0.000053139982,0.00011752159],"category_scores_gemma":[0.00025480875,0.00003463185,0.000039211394,0.0007400933,0.00008769002,0.00011317035,0.000017029739,0.00007586063,0.00016900254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004702518,0.00008939626,0.004277439,0.000011242444,0.000024369347,0.0000105573945,0.000017751847,2.022312e-7,0.034418963,0.35609952,0.0037809475,0.6007994],"study_design_scores_gemma":[0.0010606467,0.00014268234,0.07395728,0.00013433764,0.000041752566,0.00025281846,0.000059632795,0.0001835313,0.02463687,0.014774262,0.8845652,0.000190997],"about_ca_topic_score_codex":0.00000269109,"about_ca_topic_score_gemma":0.0000010569562,"teacher_disagreement_score":0.8807842,"about_ca_system_score_codex":0.000048382502,"about_ca_system_score_gemma":0.000047374397,"threshold_uncertainty_score":0.21722421},"labels":[],"label_agreement":null},{"id":"W2614090717","doi":"10.1177/1553350617708725","title":"Effectiveness of Telementoring in Surgery Compared With On-site Mentoring: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Surgery","score_opus":0.20131579260972712,"score_gpt":0.43434735980154116,"score_spread":0.23303156719181403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614090717","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000472862,0.99224097,0.000012279714,0.000010802668,0.00015597665,0.0035258539,0.0000079410975,0.00004174869,0.0035315847],"genre_scores_gemma":[0.011428534,0.98736686,0.000016100543,0.000018451792,0.00007100662,0.00043554656,0.00050719274,0.00004357101,0.000112727845],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99641395,0.00055335433,0.0017907465,0.00038620792,0.00060239783,0.00025335955],"domain_scores_gemma":[0.99529856,0.0024170706,0.0013711888,0.00054839946,0.00029950554,0.000065267224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004096759,0.00035840587,0.004757503,0.0006827656,0.000047589805,0.000025168618,0.00010755613,0.0001681429,0.00005049716],"category_scores_gemma":[0.000998717,0.00022962781,0.0003121488,0.0015769792,0.000049411243,0.00007718671,0.00003176469,0.00038069635,0.000018992214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013190375,0.00013846204,0.00035723508,0.9425485,0.00022046329,0.00015337415,0.000008629344,0.0000021580004,1.0398745e-7,0.0009410299,0.0000032485043,0.055494897],"study_design_scores_gemma":[0.001173293,0.00006418013,0.0001584759,0.8406053,0.00068293547,0.00003570988,0.0000023829004,0.0000071204604,0.0000018028643,0.0000044016483,0.15707348,0.00019087314],"about_ca_topic_score_codex":0.000010046265,"about_ca_topic_score_gemma":6.683991e-7,"teacher_disagreement_score":0.15707023,"about_ca_system_score_codex":0.00025139865,"about_ca_system_score_gemma":0.00020252362,"threshold_uncertainty_score":0.936395},"labels":[],"label_agreement":null},{"id":"W2789500683","doi":"10.1177/1553350618764221","title":"Development of a Model for the Acquisition and Assessment of Advanced Laparoscopic Suturing Skills Using an Automated Device","year":2018,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Medtronic","keywords":"Medicine; Inter-rater reliability; Intraclass correlation; Task (project management); Reliability (semiconductor); Percentile; Confidence interval; Laparoscopic surgery; Intra-rater reliability; Medical physics; Laparoscopy; Physical therapy; Surgery; Psychometrics; Psychology; Statistics; Rating scale; Internal medicine","score_opus":0.09369132217463669,"score_gpt":0.4299855820736162,"score_spread":0.33629425989897954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789500683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723463,0.000011480949,0.026944129,0.00004292764,0.000050509014,0.00028765074,0.0000025507507,0.000041778963,0.00027266357],"genre_scores_gemma":[0.9454376,0.0000015415052,0.054379407,0.00006531622,0.000047692676,0.000010294471,0.00004051383,0.0000068835393,0.000010714095],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921626,0.00001530916,0.00039470676,0.00011870707,0.00016167956,0.00009334037],"domain_scores_gemma":[0.999165,0.00012252266,0.00016003317,0.0000836081,0.00044521902,0.000023613755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004233836,0.00006542407,0.00016649284,0.00008496788,0.00009148444,0.0000067558053,0.000025007437,0.000049371025,0.000020200892],"category_scores_gemma":[0.000038782993,0.0000460354,0.000016618458,0.00038478646,0.00006169761,0.000092470786,0.000015706255,0.000046292993,1.2569842e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020118726,0.0020580317,0.032054123,0.0011533963,0.0004973951,0.000005981271,0.008422981,0.06245437,0.32877618,0.08216175,0.000010134404,0.4803938],"study_design_scores_gemma":[0.00272364,0.0000853273,0.04689909,0.000119708144,0.000023934248,0.0000020856874,0.00012126266,0.9351617,0.014313611,0.000093566836,0.00040264457,0.000053414413],"about_ca_topic_score_codex":0.0000017621197,"about_ca_topic_score_gemma":0.0000020663895,"teacher_disagreement_score":0.87270737,"about_ca_system_score_codex":0.000033982793,"about_ca_system_score_gemma":0.00009683158,"threshold_uncertainty_score":0.1877269},"labels":[],"label_agreement":null},{"id":"W2790196639","doi":"10.1177/1553350618761980","title":"Using Texting for Clinical Communication in Surgery: A Survey of Academic Staff Surgeons","year":2018,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Medical education","score_opus":0.5257229932864006,"score_gpt":0.608728075973926,"score_spread":0.08300508268752538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790196639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913455,0.00017183623,0.0029992103,0.0008311875,0.0005027095,0.0028139676,0.00013128605,0.000060310293,0.0011439587],"genre_scores_gemma":[0.99504715,0.00059585384,0.0017165382,0.0004127711,0.00025441844,0.0012488415,0.0005993723,0.000029574023,0.00009548944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99349004,0.0019103654,0.003408864,0.0003460109,0.00021883022,0.0006259104],"domain_scores_gemma":[0.9833093,0.012551698,0.0014416355,0.0005153637,0.0020546364,0.00012735096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020264795,0.00014100943,0.0005936139,0.00050522113,0.0005755709,0.0000038687995,0.00020555528,0.000540181,0.00014306909],"category_scores_gemma":[0.006405806,0.0001403249,0.000063987136,0.0028602856,0.00023096854,0.00014914967,0.00009251981,0.0009177657,0.00002690633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048162183,0.00015966214,0.93431157,0.00027437374,0.000007751091,2.1097223e-7,0.00014866091,0.0000023208688,0.00008175572,0.02768726,0.004612605,0.032232188],"study_design_scores_gemma":[0.0017456333,0.00011976539,0.8890624,0.0005518782,0.000011522239,0.00000140338,0.00030880875,0.004897643,0.000036799927,0.0029890274,0.10005817,0.00021695264],"about_ca_topic_score_codex":0.0029615927,"about_ca_topic_score_gemma":0.0018661446,"teacher_disagreement_score":0.095445566,"about_ca_system_score_codex":0.00016620975,"about_ca_system_score_gemma":0.001486853,"threshold_uncertainty_score":0.7668811},"labels":[],"label_agreement":null},{"id":"W2793292454","doi":"10.1177/1553350617753244","title":"Irrigation Versus Suction Alone in Laparoscopic Appendectomy: Is Dilution the Solution to Pollution? A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Observational study; Meta-analysis; Confidence interval; Odds ratio; Relative risk; Surgery; Publication bias; Laparoscopy; Internal medicine","score_opus":0.15275106430168064,"score_gpt":0.41107169546860234,"score_spread":0.2583206311669217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793292454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004704943,0.9873141,0.00036665963,0.0048914463,0.00014841628,0.006809603,0.000043730186,0.000051547053,0.0003274262],"genre_scores_gemma":[0.0024037904,0.9923377,0.000078686084,0.001526911,0.000109441826,0.002090653,0.0008890438,0.000030907868,0.00053286477],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9961896,0.00050439255,0.0017496267,0.00067740947,0.0005845326,0.00029442503],"domain_scores_gemma":[0.9978996,0.00016581787,0.000890141,0.00065080984,0.00032253205,0.0000711131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022649472,0.00042937754,0.0042251092,0.0010982925,0.00015335297,0.00006694659,0.0001398289,0.0002565453,0.0003402398],"category_scores_gemma":[0.00033229493,0.0002603907,0.0007287473,0.00680571,0.000081683625,0.0001565211,0.00010771679,0.00031410164,0.0001516556],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009614837,0.00034523095,0.000007145049,0.889251,0.08036028,0.000028334658,0.00012710204,0.0000044961776,5.924898e-7,0.014144107,0.007541563,0.008094021],"study_design_scores_gemma":[0.00084593415,0.00022111522,0.000052207874,0.031042002,0.7777404,0.000033540266,0.000018490384,0.00004701762,0.0000022288857,0.00011001635,0.18951567,0.0003713389],"about_ca_topic_score_codex":0.0001345964,"about_ca_topic_score_gemma":0.000074418036,"teacher_disagreement_score":0.85820895,"about_ca_system_score_codex":0.00050052913,"about_ca_system_score_gemma":0.000083348365,"threshold_uncertainty_score":0.99998486},"labels":[],"label_agreement":null},{"id":"W2808003011","doi":"10.1177/1553350618781227","title":"The Future of Rectal Cancer Surgery: A Narrative Review of an International Symposium","year":2018,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; General surgery; Colorectal cancer; Narrative review; Surgery; Cancer; Intensive care medicine; Internal medicine","score_opus":0.05659500503298664,"score_gpt":0.4151671636316724,"score_spread":0.35857215859868574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808003011","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00092703424,0.9919522,5.787709e-7,0.0007781007,0.0017059956,0.0011416207,0.00014493664,0.00002505761,0.0033244742],"genre_scores_gemma":[0.00010747389,0.9967183,0.000032074757,0.00007553597,0.0012419019,0.0003466034,0.0010476095,0.00003422066,0.00039629775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968222,0.00030553917,0.0015837413,0.0003957259,0.00069170556,0.00020110222],"domain_scores_gemma":[0.995923,0.0005290087,0.0014311365,0.00044038641,0.0016135582,0.00006293487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010581648,0.00033198643,0.001957268,0.00018379521,0.00006536284,0.000012233315,0.00023157503,0.00027715132,0.0005060694],"category_scores_gemma":[0.00023282529,0.00018755624,0.00054140633,0.002249341,0.00023823505,0.00012248449,0.00007464079,0.00034025733,0.0000068266063],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002816091,0.00017571458,0.00006373591,0.027670188,0.00061915757,0.000029416755,0.000043760585,1.8748114e-8,7.412684e-7,0.00080453965,0.0021286746,0.96818244],"study_design_scores_gemma":[0.00026387605,0.00019161924,0.00004712555,0.074587986,0.0004307516,0.00009379757,0.000013614055,0.0000018558001,0.00001640428,0.000023648083,0.9241882,0.00014110738],"about_ca_topic_score_codex":0.000028279941,"about_ca_topic_score_gemma":0.000012631811,"teacher_disagreement_score":0.96804136,"about_ca_system_score_codex":0.00034615907,"about_ca_system_score_gemma":0.0007114862,"threshold_uncertainty_score":0.76483214},"labels":[],"label_agreement":null},{"id":"W2808965312","doi":"10.1177/1553350618781622","title":"Choledochoscopic Examination of a 3-Dimensional Printing Model Using Augmented Reality Techniques: A Preliminary Proof of Concept Study","year":2018,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support; National Natural Science Foundation of China","keywords":"Medicine; Augmented reality; Porta hepatis; Left Hepatic Duct; Bile duct; Artificial intelligence; 3d model; Computer vision; Computer science; Radiology; Surgery","score_opus":0.07202863523089004,"score_gpt":0.3518965693428762,"score_spread":0.2798679341119862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808965312","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49513045,0.0000033979352,0.50360227,0.00006786509,0.000022405022,0.00062579004,0.0000041908083,0.000057919515,0.00048572227],"genre_scores_gemma":[0.96932817,2.2179218e-7,0.030486228,0.00002017446,0.000033886896,0.000061507635,0.000023001794,0.0000075509824,0.000039246723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980117,0.00015885642,0.00082151114,0.00036709834,0.0004866787,0.00015415755],"domain_scores_gemma":[0.9975146,0.000073387324,0.00062640005,0.000518109,0.001242588,0.00002489677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009902532,0.00012065973,0.00022086497,0.0002857522,0.00010429736,0.000017230908,0.00034338815,0.00008766197,0.000008013284],"category_scores_gemma":[0.0000923658,0.00011645275,0.000030659023,0.0020521719,0.00019464007,0.0003599045,0.00028531623,0.00012553824,5.399296e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029492035,0.011108083,0.0023862717,0.00039161197,0.0002787142,0.000011479286,0.010328202,0.032634117,0.18991886,0.45125535,0.0002253742,0.301167],"study_design_scores_gemma":[0.000578009,0.00051575986,0.0041979766,0.0001068988,0.000015110214,0.000005912314,0.00007031008,0.77087325,0.22112055,0.0023588345,0.000031776202,0.0001256306],"about_ca_topic_score_codex":0.000050053146,"about_ca_topic_score_gemma":0.000002060998,"teacher_disagreement_score":0.7382391,"about_ca_system_score_codex":0.00008307511,"about_ca_system_score_gemma":0.00012330589,"threshold_uncertainty_score":0.47488055},"labels":[],"label_agreement":null},{"id":"W2809299437","doi":"10.1177/1553350618780769","title":"Anatomic Feasibility of Percutaneous Cholecystoenteric Fistula Creation and Stent Insertion in Acute Cholecystitis","year":2018,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Percutaneous; Acute cholecystitis; Surgery; Stent; Radiology; Cholecystectomy; General surgery","score_opus":0.02283575311974882,"score_gpt":0.3154213592261638,"score_spread":0.292585606106415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809299437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683315,0.000048362912,0.00009218378,0.0006524856,0.00008196031,0.00037917518,0.000008132457,0.000026305832,0.0018782525],"genre_scores_gemma":[0.9993244,0.000058763348,0.00012582845,0.00017677597,0.00004496822,0.000008226138,0.00014011069,0.000008315312,0.000112659196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897647,0.000041802363,0.00041196193,0.00023867247,0.00019393708,0.00013712961],"domain_scores_gemma":[0.99938744,0.000017703169,0.00009592645,0.000152902,0.00031326734,0.0000327556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023069074,0.000099944176,0.00021615726,0.00027357083,0.000033820506,0.000011606136,0.000032881577,0.000092550006,0.00010166519],"category_scores_gemma":[0.000077330325,0.000088809255,0.000028556473,0.0009087957,0.0001613465,0.00009798296,0.000021686397,0.0001114172,0.0000052427954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033652277,0.0010931718,0.755806,0.00027839505,0.00010866506,0.00021237538,0.0010451309,0.0000044645553,0.1946155,0.002514559,0.0002992222,0.040657233],"study_design_scores_gemma":[0.0029534276,0.0007931548,0.99016505,0.000105439285,0.00004369588,0.0005530879,0.00013486193,0.0009672531,0.002956641,0.0005027195,0.00070396217,0.00012068992],"about_ca_topic_score_codex":0.000125105,"about_ca_topic_score_gemma":0.0000463462,"teacher_disagreement_score":0.23435901,"about_ca_system_score_codex":0.000096565454,"about_ca_system_score_gemma":0.000042042364,"threshold_uncertainty_score":0.36215362},"labels":[],"label_agreement":null},{"id":"W2944800627","doi":"10.1177/1553350619848557","title":"The Current Status of Lithoplasty in Vascular Calcifications: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Stenosis; Calcification; Radiology; Coronary artery disease; Surgery; Systematic review; Cardiology; Internal medicine; MEDLINE","score_opus":0.08539856461117573,"score_gpt":0.4043104514736254,"score_spread":0.31891188686244965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944800627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000064528035,0.9928276,0.00002587614,0.000097144795,0.00016998817,0.006158754,0.000022568995,0.000021374233,0.00067025487],"genre_scores_gemma":[0.000013404934,0.9979137,0.000015466767,0.000050239858,0.00003837234,0.0011522146,0.00055387884,0.000022760152,0.00023991664],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638873,0.00041469221,0.0021005902,0.00030262786,0.00051539857,0.0002779789],"domain_scores_gemma":[0.9976924,0.00026465982,0.00084395905,0.00083045143,0.00031552435,0.000052978394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012782844,0.00025697966,0.0021321243,0.00027485835,0.000031529882,0.00001976458,0.00016109283,0.00007778345,0.000037060072],"category_scores_gemma":[0.00066430465,0.00014086232,0.00036473796,0.0024414945,0.000049431066,0.00005038532,0.00006901454,0.00036236102,0.00011599138],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003267951,0.000086264095,0.00000580039,0.6573227,0.00009937946,0.0000037446569,0.0000035854848,1.2055833e-7,1.2907274e-8,0.0029290558,0.00021123755,0.33933482],"study_design_scores_gemma":[0.00014797495,0.000015883508,0.000028095139,0.40652883,0.0010856473,0.0000030874921,0.0000025583372,0.000010626779,9.625683e-9,0.000016262078,0.59208435,0.00007663702],"about_ca_topic_score_codex":0.0000041179687,"about_ca_topic_score_gemma":9.906763e-7,"teacher_disagreement_score":0.5918731,"about_ca_system_score_codex":0.00033701462,"about_ca_system_score_gemma":0.00036562595,"threshold_uncertainty_score":0.57441986},"labels":[],"label_agreement":null},{"id":"W2948119149","doi":"10.1177/1553350619853099","title":"Video Technologies for Recording Open Surgery: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Subspecialty; Medicine; MEDLINE; Systematic review; Medical physics; Video recording; Surgery; Multimedia; Computer science; Family medicine","score_opus":0.28109061266651286,"score_gpt":0.4576020837301561,"score_spread":0.17651147106364323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948119149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.5491513e-7,0.98374516,0.00012528924,0.0005312527,0.00033681502,0.011013691,0.00002421741,0.00031343265,0.003909311],"genre_scores_gemma":[0.00003617032,0.9944118,0.00023048639,0.0003434953,0.000094449264,0.0019572007,0.001366546,0.00007121943,0.0014886243],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623924,0.00018586805,0.0023354674,0.0005769686,0.0003315418,0.00033093218],"domain_scores_gemma":[0.99410844,0.0034665356,0.0012232972,0.0006510027,0.0005070788,0.000043669057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031654024,0.00042173587,0.005722365,0.0006012379,0.00008623267,0.000106508196,0.0003193682,0.0005138156,0.0001805363],"category_scores_gemma":[0.005560394,0.0002804354,0.00074389146,0.003234251,0.000041270046,0.00016206467,0.00016632515,0.00043929042,0.0001682427],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014172275,0.000024395233,0.0000017903999,0.5935256,0.00014533417,0.000013370458,9.909771e-7,3.5533954e-8,1.0477427e-8,0.0049484847,0.0007804257,0.4005454],"study_design_scores_gemma":[0.00036180552,0.000027158125,9.243811e-8,0.4493984,0.0012521454,0.0000676564,0.000006080413,0.000012028674,1.5614893e-7,0.00010706042,0.5485888,0.00017859178],"about_ca_topic_score_codex":0.0000030194071,"about_ca_topic_score_gemma":1.8669456e-7,"teacher_disagreement_score":0.5478084,"about_ca_system_score_codex":0.00018787709,"about_ca_system_score_gemma":0.00034693946,"threshold_uncertainty_score":0.9999648},"labels":[],"label_agreement":null},{"id":"W2990366913","doi":"10.1177/1553350619885792","title":"Fluorescent Cholangiography in Laparoscopic Cholecystectomy: An Updated Canadian Experience","year":2019,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cholangiography; Indocyanine green; Cholecystectomy; Cystic duct; Bile duct; Common bile duct; Laparoscopic cholecystectomy; Surgery; Gallbladder; General surgery; Endoscopic retrograde cholangiopancreatography; Radiology; Pancreatitis","score_opus":0.015076437196015315,"score_gpt":0.287585403278444,"score_spread":0.2725089660824287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990366913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99216145,0.000034622157,0.0000013145036,0.0006016078,0.00017775691,0.0004141286,0.0000041078506,0.00004642605,0.0065585896],"genre_scores_gemma":[0.9984893,0.000004696521,0.000030737123,0.00072626723,0.000039914037,0.00002135686,0.0005233612,0.000011523652,0.00015283936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898314,0.000028291674,0.0002578544,0.00025828675,0.00018591568,0.00028648725],"domain_scores_gemma":[0.99948317,0.000005067447,0.00003433966,0.00023314991,0.000131315,0.00011296493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014056762,0.000106335094,0.00017966119,0.00069758756,0.000027912225,0.000024960402,0.00007391122,0.00010576904,0.0009191003],"category_scores_gemma":[0.000012744875,0.0000935931,0.000032704233,0.002386776,0.000037616705,0.00016232367,0.000009563393,0.00018330432,0.000074785785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013596815,0.00017697633,0.9894339,0.00002098585,0.00001522689,0.000067396046,0.00059894955,0.000006935529,0.00496739,0.0022404152,0.00045931636,0.0018765484],"study_design_scores_gemma":[0.007063181,0.00024301125,0.94615936,0.000056170888,0.000008041458,0.000025225438,0.0005569911,0.00029236515,0.00347309,0.000115321855,0.041781697,0.00022556222],"about_ca_topic_score_codex":0.012516885,"about_ca_topic_score_gemma":0.006085944,"teacher_disagreement_score":0.04327455,"about_ca_system_score_codex":0.000079010926,"about_ca_system_score_gemma":0.0001238935,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W2996340747","doi":"10.1177/1553350619893232","title":"A Systematic Review and Meta-Analysis of Single-Incision Versus Multiport Laparoscopic Complete Mesocolic Excision Colectomy for Colon Cancer","year":2019,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cosmesis; Cochrane Library; Colectomy; Jadad scale; Meta-analysis; Surgery; Laparoscopy; Hazard ratio; Colorectal cancer; Strictly standardized mean difference; Randomized controlled trial; Internal medicine; Confidence interval; Cancer","score_opus":0.3667699854325455,"score_gpt":0.48012200027354746,"score_spread":0.11335201484100194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996340747","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022732375,0.9830195,0.000028494445,0.00009024976,0.00015234634,0.015673144,0.0005873476,0.000039069448,0.0001825399],"genre_scores_gemma":[0.0005207806,0.990322,0.00015777146,0.00013972739,0.000035494708,0.0065006786,0.0015919282,0.000060951494,0.000670684],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9953005,0.00033221606,0.002590176,0.00077270274,0.00069914456,0.00030526269],"domain_scores_gemma":[0.9941298,0.0020510894,0.0020533022,0.00066206214,0.001005086,0.00009869257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010286581,0.00059854786,0.013627895,0.00089433516,0.00006055346,0.00002605162,0.000156663,0.0003896723,0.00040554552],"category_scores_gemma":[0.0006418448,0.00038204945,0.0021839715,0.005272909,0.0000812787,0.000075665695,0.000098071134,0.0002458189,0.00001098617],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040877933,0.00026070396,0.0000044224516,0.85788786,0.13437544,0.000017707745,0.000009890024,0.0000013164612,0.0000031770417,0.00018524386,0.00008496475,0.0067605204],"study_design_scores_gemma":[0.002248635,0.0006913099,0.0000063224247,0.0493294,0.818116,0.000014607351,0.000001802389,0.000061367886,0.0000040918085,0.00000469681,0.12924032,0.00028147246],"about_ca_topic_score_codex":0.000048381302,"about_ca_topic_score_gemma":0.000024258215,"teacher_disagreement_score":0.80855846,"about_ca_system_score_codex":0.00062250707,"about_ca_system_score_gemma":0.00028429972,"threshold_uncertainty_score":0.99986315},"labels":[],"label_agreement":null},{"id":"W3003247033","doi":"10.1177/1553350620902550","title":"Single-Port Sleeve Gastrectomy Compared With Conventional Laparoscopic Sleeve Gastrectomy: 5-Year Follow-up of Weight Loss, Comorbidity Resolution, and Cost","year":2020,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Spider; Sleeve gastrectomy; Weight loss; Gastrectomy; Comorbidity; Body mass index; Retrospective cohort study; Single Center; Port (circuit theory); Obesity; Gastric bypass; Cancer; Internal medicine","score_opus":0.04482776952651482,"score_gpt":0.27359026259739516,"score_spread":0.22876249307088034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003247033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921821,0.000073204785,0.0006822136,0.004497371,0.00031779378,0.00044507475,0.000056045712,0.000088632594,0.0016575911],"genre_scores_gemma":[0.997492,0.000021610731,0.00086920947,0.00036349637,0.00027816667,0.000017410339,0.0006807504,0.000020670403,0.0002566742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812645,0.00009470116,0.0006749018,0.0003718914,0.0004585361,0.0002735501],"domain_scores_gemma":[0.9985434,0.00020877951,0.0003154542,0.00017899949,0.0005969099,0.00015648518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036125924,0.00021683057,0.00061473664,0.00016955746,0.00008927824,0.000019389909,0.00006687258,0.00012916191,0.0005276235],"category_scores_gemma":[0.0001967228,0.00017854707,0.00007923008,0.0014511686,0.00024118896,0.0001567702,0.000046777597,0.00028448275,0.000014630424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037242838,0.00030170626,0.97997785,0.00017733732,0.00020197536,0.00013345786,0.00015523707,0.000008725589,0.001160376,0.0076904674,0.005230897,0.0012376927],"study_design_scores_gemma":[0.03748622,0.0013977892,0.84433514,0.00048533478,0.00045629547,0.0004132212,0.00034046572,0.0010022607,0.018701503,0.0006073412,0.0940755,0.0006988956],"about_ca_topic_score_codex":0.0000417926,"about_ca_topic_score_gemma":0.000010657922,"teacher_disagreement_score":0.13564268,"about_ca_system_score_codex":0.00006992987,"about_ca_system_score_gemma":0.00018603128,"threshold_uncertainty_score":0.7280938},"labels":[],"label_agreement":null},{"id":"W3011253654","doi":"10.1177/1553350620904610","title":"An Unmodulated Very-Low-Voltage Electrosurgical Technology Creates Predictable and Ultimate Tissue Coagulation: From Experimental Data to Clinical Use","year":2020,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; McGill University","funders":"Japan Society for the Promotion of Science","keywords":"Voltage; Micromanipulator; Coagulation; Biomedical engineering; Medicine; Computer science; Surgery; Electrical engineering; Engineering; Artificial intelligence","score_opus":0.116811504438002,"score_gpt":0.3945620667727713,"score_spread":0.27775056233476925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011253654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950936,0.00032990758,0.00086954056,0.0023815734,0.00016613016,0.0004847758,0.00019690927,0.00036410964,0.000113445756],"genre_scores_gemma":[0.9929232,0.0000447365,0.0014880417,0.0010786214,0.0006303307,0.0000185559,0.0036938747,0.000035590234,0.000087052416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99751014,0.00010030441,0.0008720014,0.0008609416,0.0003128841,0.00034371568],"domain_scores_gemma":[0.99845064,0.00025200937,0.00013594978,0.000631795,0.00021621236,0.00031341595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041951024,0.00024463623,0.0005980049,0.00020292676,0.00011001195,0.00010148315,0.0001927327,0.00037092992,0.00025522633],"category_scores_gemma":[0.0004536899,0.00022087553,0.000032170745,0.00163045,0.00015112931,0.0005611391,0.00018821684,0.00036226975,0.00006213826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037572882,0.0008411188,0.24047439,0.000020926165,0.00014307952,0.00053364417,0.00023769283,0.00006100142,0.7387665,0.0018926103,0.008770652,0.0045010815],"study_design_scores_gemma":[0.015439583,0.0063778437,0.29188025,0.00022158628,0.00024202692,0.00032199136,0.00044779317,0.11481926,0.30865005,0.00028609706,0.25974432,0.001569209],"about_ca_topic_score_codex":0.00004728849,"about_ca_topic_score_gemma":0.0000020576915,"teacher_disagreement_score":0.43011644,"about_ca_system_score_codex":0.000032417604,"about_ca_system_score_gemma":0.00008260006,"threshold_uncertainty_score":0.9007043},"labels":[],"label_agreement":null},{"id":"W3012448546","doi":"10.1177/1553350620911291","title":"Endoscopic Versus Percutaneous Preoperative Biliary Drainage in Patients With Klatskin Tumor Undergoing Curative Surgery: A Systematic Review and Meta-Analysis of Short-Term and Long-Term Outcomes","year":2020,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Klatskin tumor; Percutaneous; Observational study; Surgery; Biliary drainage; Odds ratio; General surgery; Internal medicine","score_opus":0.0790251265957503,"score_gpt":0.3501549820412099,"score_spread":0.2711298554454596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012448546","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019173436,0.9750542,0.0000068527993,0.00018195192,0.000028986826,0.0053361165,0.00011129046,0.000025212248,0.00008197828],"genre_scores_gemma":[0.16061394,0.8372224,0.000038387712,0.00017859989,0.00000814611,0.00038478494,0.0014564035,0.000053044387,0.0000442738],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99623597,0.0005490625,0.0018220016,0.0006670033,0.0004881787,0.000237813],"domain_scores_gemma":[0.9970065,0.0014710802,0.0007263504,0.0003578922,0.0003567833,0.00008143219],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000497149,0.0005941888,0.009196642,0.00090417574,0.000045492157,0.00004050368,0.00008885008,0.00014613857,0.00011698385],"category_scores_gemma":[0.0006862861,0.00034018615,0.00063309586,0.0034254726,0.00014513095,0.00015341563,0.00007461545,0.00038181315,0.0000013396569],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012226941,0.00029722656,0.02888399,0.86723167,0.10049986,0.0005516061,0.00025370292,3.117797e-7,1.4072333e-7,0.00020019145,0.0000055798723,0.0019534233],"study_design_scores_gemma":[0.0012066399,0.0006501358,0.013112744,0.064690515,0.91941833,0.000105355866,0.00009854795,0.0000062518516,3.9097526e-7,0.0000053496537,0.000099852434,0.0006058793],"about_ca_topic_score_codex":0.000008497681,"about_ca_topic_score_gemma":0.000050682826,"teacher_disagreement_score":0.81891847,"about_ca_system_score_codex":0.000114141076,"about_ca_system_score_gemma":0.00026222022,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W3091839084","doi":"10.1177/1553350620964331","title":"Gasless Laparoscopic Surgery for Minimally Invasive Surgery in Low-Resource Settings: Methods for Evaluating Surgical Field of View and Abdominal Wall Lift Force","year":2020,"lang":"en","type":"letter","venue":"Surgical Innovation","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Leeds; Department of Health and Social Care; National Institute for Health and Care Research; Government of the United Kingdom","keywords":"Medicine; Invasive surgery; Surgery; Laparoscopic surgery; Abdominal wall; Lift (data mining); Laparoscopy; Abdominal surgery; Minimally invasive procedures; General surgery; Computer science","score_opus":0.08278600276959987,"score_gpt":0.4014409914499073,"score_spread":0.31865498868030745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091839084","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36344,0.0017464699,0.0060620666,0.62265486,0.00047825012,0.0048188143,0.0001892883,0.00012784959,0.00048237076],"genre_scores_gemma":[0.15579909,0.0007753543,0.064981155,0.7404592,0.009082279,0.007958208,0.017152974,0.0006420541,0.0031496875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501616,0.0005613258,0.002385213,0.0009247269,0.0004632402,0.0006493205],"domain_scores_gemma":[0.9578394,0.03956818,0.001189558,0.0004039078,0.00088805676,0.000110870336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038627258,0.0005246031,0.0023029586,0.00075568137,0.00015260011,0.000048447477,0.00017460439,0.0008571076,0.000070058595],"category_scores_gemma":[0.0064491895,0.0005005846,0.00056152017,0.001502536,0.00017800239,0.0001335908,0.00010157417,0.0010856428,0.000002252527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010774803,0.0006065635,0.008155476,0.03011804,0.0006481645,0.00084437017,0.0005093885,0.000016110725,0.0054175653,0.0014411543,0.6993188,0.24214955],"study_design_scores_gemma":[0.0029097898,0.0008098715,0.00066847156,0.007093398,0.0006625832,0.00035724678,0.0001484912,0.00349643,0.016571164,0.0025565084,0.9635103,0.0012157623],"about_ca_topic_score_codex":0.000016630405,"about_ca_topic_score_gemma":0.000002744267,"teacher_disagreement_score":0.26419145,"about_ca_system_score_codex":0.000102215585,"about_ca_system_score_gemma":0.0006897351,"threshold_uncertainty_score":0.9997446},"labels":[],"label_agreement":null},{"id":"W3093834129","doi":"10.1177/1553350620967852","title":"Periodic Kinesthetic Guidance Cannot Expedite Learning Surgical Skills","year":2020,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Royal College of Physicians and Surgeons of Canada; Royal Alexandra Hospital Foundation","keywords":"Kinesthetic learning; Haptic technology; Session (web analytics); Task (project management); Dreyfus model of skill acquisition; Virtual reality; Laparoscopic surgery; Medicine; Computer science; Human–computer interaction; Physical medicine and rehabilitation; Simulation; Psychology; Laparoscopy; Surgery","score_opus":0.03657556767088504,"score_gpt":0.31612048405545007,"score_spread":0.279544916384565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093834129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94919693,0.00014407233,0.00039276291,0.007200642,0.00014202786,0.0002467787,0.0000024198991,0.0003562968,0.04231809],"genre_scores_gemma":[0.9958636,0.000016774373,0.00019134807,0.0016187606,0.00091428333,0.000018714609,0.00017028957,0.00003158423,0.0011746115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798,0.000099222096,0.000648274,0.0004142692,0.00052439235,0.00033386002],"domain_scores_gemma":[0.99892485,0.00019968176,0.00015290461,0.00014235596,0.00035133903,0.00022885003],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036262683,0.00020748517,0.00039546535,0.00013925678,0.00014534508,0.000050759845,0.00007679561,0.00016690633,0.0018783113],"category_scores_gemma":[0.00051371043,0.00017633179,0.00011464471,0.0019360993,0.00011050905,0.00012797165,0.000041470037,0.00052439317,0.0002490775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042147203,0.0011980342,0.33278242,0.0004063045,0.0002403245,0.008945176,0.003770454,0.0046289354,0.0023071242,0.11330681,0.0018577076,0.526342],"study_design_scores_gemma":[0.006643538,0.0003211545,0.02032146,0.000086090135,0.000025813493,0.00021005655,0.00015137749,0.00816439,0.0002906989,0.000067292814,0.9634313,0.00028682008],"about_ca_topic_score_codex":0.0000091378015,"about_ca_topic_score_gemma":3.875408e-7,"teacher_disagreement_score":0.9615736,"about_ca_system_score_codex":0.00005229946,"about_ca_system_score_gemma":0.00007937124,"threshold_uncertainty_score":0.9990341},"labels":[],"label_agreement":null},{"id":"W3132807071","doi":"10.1177/1553350621996961","title":"A Review on the Current Applications of Artificial Intelligence in the Operating Room","year":2021,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Workflow; Applications of artificial intelligence; Medicine; Artificial intelligence; Computer science; Medical physics","score_opus":0.4426250757740886,"score_gpt":0.5435147150379981,"score_spread":0.10088963926390948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132807071","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017340028,0.9920413,0.00074275734,0.0036168562,0.00021437167,0.0027222575,0.000007862241,0.000010497928,0.00062673766],"genre_scores_gemma":[0.00027169823,0.9965354,0.00005336095,0.0008078236,0.00055158255,0.0013314511,0.00041538195,0.000014926512,0.00001837804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968295,0.00047803222,0.0018529437,0.0003068225,0.0003515593,0.0001811621],"domain_scores_gemma":[0.9969096,0.0013947955,0.0005117495,0.00057680235,0.00058282935,0.000024186358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024873726,0.00020164141,0.0008330944,0.0002181553,0.000115313494,0.000029602788,0.00023721604,0.00013219051,0.00016162793],"category_scores_gemma":[0.0011253846,0.00010373075,0.00019318471,0.004681041,0.00007171647,0.00003391977,0.000030621606,0.0010210401,0.000071384835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018246893,0.00017902939,0.0000016055508,0.010999389,0.000008830084,0.0000020272644,0.000091885144,7.416307e-7,9.602329e-8,0.073172495,0.0005450301,0.91499704],"study_design_scores_gemma":[0.0000034675925,0.00004650593,8.451074e-7,0.06050069,0.00011559615,0.000023408107,0.00019044006,0.000036202942,0.000010244783,0.0011456392,0.93783575,0.00009121455],"about_ca_topic_score_codex":0.000032326876,"about_ca_topic_score_gemma":0.000008726746,"teacher_disagreement_score":0.9372907,"about_ca_system_score_codex":0.000112718335,"about_ca_system_score_gemma":0.0006993501,"threshold_uncertainty_score":0.4435968},"labels":[],"label_agreement":null},{"id":"W3182254212","doi":"10.1177/15533506211031070","title":"Percutaneous Transgastric Duodenal Stenting and Gastrostomy Repair Using a Vascular Closure Device: Proof of Concept in a Porcine Model","year":2021,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Percutaneous; Gastrostomy; Surgery; Fluoroscopy; Duodenum; Percutaneous endoscopic gastrostomy; Stent; Fibrous joint","score_opus":0.03536978603095043,"score_gpt":0.3000073234116974,"score_spread":0.26463753738074697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182254212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949885,0.000845617,0.0035627205,0.00020408304,0.000022189455,0.00020001143,0.0000073892666,0.00002367858,0.00014583819],"genre_scores_gemma":[0.9927986,0.00000853299,0.006861937,0.00011165425,0.00004717559,0.000003049467,0.000064811975,0.000011466254,0.00009272779],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987959,0.000067995075,0.00049282913,0.00025563207,0.00020207789,0.00018553407],"domain_scores_gemma":[0.9993399,0.000033976667,0.0000974464,0.000120748184,0.0003724837,0.000035437126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033468497,0.00010779263,0.00035364338,0.00018362756,0.000030568244,0.000004960624,0.00002126975,0.000116960626,0.000031904096],"category_scores_gemma":[0.00009316131,0.0000960886,0.00006665989,0.0011196217,0.00007081237,0.00006220023,0.00002357336,0.00023379971,2.0655385e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010770905,0.0013510796,0.6030223,0.0017386186,0.00023591632,0.020875296,0.0025129505,0.02110687,0.32287547,0.008358619,0.000026876245,0.016818937],"study_design_scores_gemma":[0.013675314,0.0011255657,0.09495431,0.0012704591,0.00045907163,0.028238514,0.001037353,0.8201584,0.03711684,0.0011534104,0.00025294512,0.00055779313],"about_ca_topic_score_codex":0.00001117853,"about_ca_topic_score_gemma":0.00000381087,"teacher_disagreement_score":0.7990515,"about_ca_system_score_codex":0.000032842232,"about_ca_system_score_gemma":0.00012974757,"threshold_uncertainty_score":0.39183792},"labels":[],"label_agreement":null},{"id":"W3184407815","doi":"10.1177/15533506211031453","title":"Weight Loss Following Hepatopancreatobiliary Surgery. How Much is Too Much? A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Medicine; Retrospective cohort study; Surgery; General surgery; Weight loss; Obesity; Internal medicine","score_opus":0.036758646689629824,"score_gpt":0.34252772119635866,"score_spread":0.30576907450672886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184407815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97976685,0.00020534723,0.000104676794,0.0062698396,0.00036107234,0.0009669671,0.00001315725,0.00011044898,0.012201659],"genre_scores_gemma":[0.98721653,0.00013756267,0.00024392777,0.0005849746,0.0003598421,0.00018246824,0.00022895019,0.000034094533,0.011011654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674743,0.00031843362,0.0006391006,0.0007232827,0.0010479903,0.0005237801],"domain_scores_gemma":[0.99725586,0.00058007427,0.00015424076,0.0005964136,0.0012665001,0.00014689546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002099533,0.00025767376,0.0012015159,0.00034533383,0.00021683742,0.000058255617,0.00009067796,0.00025484152,0.0009948917],"category_scores_gemma":[0.001344961,0.00022094836,0.00023168279,0.0029375877,0.00012537571,0.00020179324,0.00011004414,0.0005625977,0.000077169105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022327395,0.0009231448,0.9777884,0.000037661794,0.00060345343,0.0063101645,0.0002287444,2.0372843e-8,0.00044146972,0.0021070729,0.0106282,0.0007084229],"study_design_scores_gemma":[0.0025552325,0.00028397507,0.9854342,0.00008507167,0.00031266248,0.00042070812,0.0006639003,0.00015562834,0.0022706601,0.0009707498,0.006595806,0.00025142683],"about_ca_topic_score_codex":0.00011070027,"about_ca_topic_score_gemma":0.000011915933,"teacher_disagreement_score":0.007645807,"about_ca_system_score_codex":0.0004393325,"about_ca_system_score_gemma":0.0007188922,"threshold_uncertainty_score":0.99991834},"labels":[],"label_agreement":null},{"id":"W3196420721","doi":"10.1177/15533506211041910","title":"Preliminary Validation of a Stimulator for Markings in Surgery","year":2021,"lang":"en","type":"letter","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Surgery","score_opus":0.09018352919340357,"score_gpt":0.3361103871464639,"score_spread":0.24592685795306035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196420721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78075296,0.00022318547,0.00069255324,0.2114593,0.0008885349,0.0016220931,0.00007127296,0.00011665057,0.004173445],"genre_scores_gemma":[0.90908533,0.000016332342,0.00056790566,0.07583131,0.0018610398,0.00012637547,0.011245542,0.0000727261,0.0011934276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977083,0.000094047995,0.0011067692,0.00038295053,0.00044663975,0.00026126872],"domain_scores_gemma":[0.99641025,0.002224141,0.00041172878,0.00022129822,0.0007056814,0.000026872474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081618153,0.00021122037,0.0007625187,0.00076808577,0.000026193471,0.000018125145,0.000046816098,0.0007553095,0.0004653815],"category_scores_gemma":[0.00094064535,0.00020175533,0.00022353815,0.0016448882,0.00004933254,0.000080616606,0.000025437057,0.00068103673,0.0000037378716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009605071,0.0014936895,0.08551387,0.010821947,0.0007848499,0.0057535022,0.0005066016,0.0009297619,0.00074970943,0.004754048,0.7121633,0.16692363],"study_design_scores_gemma":[0.0043109376,0.00016821761,0.0077584055,0.0012499295,0.00009526804,0.000049698418,0.000020801519,0.0015215722,0.0018363864,0.0005759808,0.9820868,0.00032605176],"about_ca_topic_score_codex":0.000009088641,"about_ca_topic_score_gemma":2.121711e-7,"teacher_disagreement_score":0.26992342,"about_ca_system_score_codex":0.00009533014,"about_ca_system_score_gemma":0.00022416204,"threshold_uncertainty_score":0.82273436},"labels":[],"label_agreement":null},{"id":"W3198472085","doi":"10.1177/15533506211039682","title":"Transition to Independent Surgical Practice and Burnout Among Early Career General Surgeons","year":2021,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Burnout; Transition (genetics); Surgery; Clinical psychology","score_opus":0.028728395478014306,"score_gpt":0.3058234414191358,"score_spread":0.2770950459411215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198472085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442602,0.00006636188,0.00026464427,0.011633692,0.0003424185,0.00014706976,0.000010145263,0.000052046144,0.04322345],"genre_scores_gemma":[0.99614716,0.00007397348,0.00015192696,0.00091639324,0.00037899247,0.000007523158,0.00007362398,0.0000059950567,0.0022444401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978852,0.00032382875,0.00024289927,0.00027808626,0.0009972417,0.00027271063],"domain_scores_gemma":[0.99855614,0.0002120123,0.00006135296,0.00010602639,0.0009071165,0.00015734654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001971729,0.00009245482,0.00016157865,0.00012863954,0.00035354795,0.00017985432,0.00010716957,0.00016987475,0.00041943166],"category_scores_gemma":[0.00042903985,0.00009519969,0.000035243032,0.0014210815,0.00018143849,0.00046275614,0.000058914506,0.00023679041,0.000023349725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045403757,0.0004608071,0.08524071,0.000040419574,0.00014831201,0.0050428943,0.042074274,0.000093516566,0.00047229332,0.8171742,0.006778248,0.042020302],"study_design_scores_gemma":[0.0022545846,0.0001836696,0.096939825,0.00009179499,0.00011030127,0.000105596584,0.033907287,0.000039309158,0.0005249311,0.0019569674,0.8633503,0.0005354444],"about_ca_topic_score_codex":0.0027020504,"about_ca_topic_score_gemma":0.00051523437,"teacher_disagreement_score":0.85657203,"about_ca_system_score_codex":0.00008331673,"about_ca_system_score_gemma":0.00014039103,"threshold_uncertainty_score":0.45924824},"labels":[],"label_agreement":null},{"id":"W4223916542","doi":"10.1177/15533506221085469","title":"Barriers to Surgical Innovation Research: A Canadian Study on Public Funding Trends","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"","keywords":"Medicine; Liberian dollar; Public funding; Public relations; Business; Political science; Finance; Public administration","score_opus":0.13688227861801253,"score_gpt":0.3501924727642201,"score_spread":0.21331019414620758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223916542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97727454,0.000014115254,0.00010346395,0.005233292,0.0013649996,0.0002761606,0.000023532113,0.00030511737,0.015404791],"genre_scores_gemma":[0.99808,0.0000010983683,0.000028116261,0.00015511557,0.0003424086,0.00033646284,0.0002555667,0.000038432325,0.000762798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756175,0.00013743798,0.0004610436,0.00031229635,0.00089377863,0.00063368265],"domain_scores_gemma":[0.99895054,0.00010434714,0.000025580917,0.00025616403,0.00027994753,0.00038344203],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026126853,0.0001607285,0.00016402167,0.004204061,0.00051444996,0.00010176118,0.0002393459,0.000101325655,0.0017370144],"category_scores_gemma":[0.00031510665,0.00016902304,0.000024590645,0.018264756,0.000032323078,0.00014038845,0.00006728322,0.0008872683,0.0000629459],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002354568,0.00091116334,0.020170493,0.00015927441,0.0002814891,0.0006108787,0.006342519,0.038015034,0.0019451528,0.4990297,0.18268235,0.24961649],"study_design_scores_gemma":[0.0007703321,0.00048532404,0.012306335,0.000014177577,0.000004112073,0.000025248079,0.0017002301,0.005358873,0.0000866228,0.00037260252,0.9784996,0.00037656963],"about_ca_topic_score_codex":0.0014971273,"about_ca_topic_score_gemma":0.00053920655,"teacher_disagreement_score":0.7958172,"about_ca_system_score_codex":0.0011181133,"about_ca_system_score_gemma":0.00019612914,"threshold_uncertainty_score":0.99917555},"labels":[],"label_agreement":null},{"id":"W4223979856","doi":"10.1177/15533506221083545","title":"Photodynamic Therapy for Colorectal Cancer: A Systematic Review of Clinical Research","year":2022,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Photodynamic therapy; Clinical trial; Photosensitizer; Cancer; Prospective cohort study; Oncology; Surgery; Internal medicine","score_opus":0.31375146126699316,"score_gpt":0.5777299618159315,"score_spread":0.26397850054893834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223979856","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040044406,0.9792647,0.0000025141487,0.00017374664,0.0003257954,0.018788585,0.00035137802,0.000051142066,0.00064171443],"genre_scores_gemma":[0.000022052698,0.98083574,0.00003116976,0.00012411636,0.0002532042,0.016758647,0.0011449109,0.00009123441,0.00073892093],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909163,0.0022455805,0.0039554657,0.00070003263,0.0016302766,0.000552336],"domain_scores_gemma":[0.9894068,0.006596702,0.0015000994,0.0006800136,0.001720658,0.00009569353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017714426,0.0004105533,0.0069205123,0.0008867795,0.00019200794,0.000015499929,0.00046890666,0.00034049797,0.0008264334],"category_scores_gemma":[0.0061970213,0.0002742871,0.0011935093,0.0050402144,0.00037058655,0.0000476061,0.00020335423,0.001705015,0.000008917225],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032261002,0.00030033404,0.0000011701751,0.7841072,0.001071298,0.000023607201,0.0000121575395,1.4583868e-8,0.000005920573,0.00056673674,0.000918892,0.21267003],"study_design_scores_gemma":[0.00091766036,0.0008621699,0.0000017098497,0.4235802,0.00048022345,0.000045995577,0.000012915701,0.000012982066,0.0000037901957,0.000045026423,0.5738853,0.00015203435],"about_ca_topic_score_codex":0.000038508784,"about_ca_topic_score_gemma":0.0000033676574,"teacher_disagreement_score":0.5729664,"about_ca_system_score_codex":0.0006528656,"about_ca_system_score_gemma":0.002343024,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W4224246598","doi":"10.1177/15533506221094962","title":"Characterization of Near-Infrared Imaging and Indocyanine-Green Use Amongst General Surgeons: A Survey of 263 General Surgeons","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Subspecialty; Cardiothoracic surgery; Randomized controlled trial; General surgery; Surgery; Radiology; Family medicine","score_opus":0.027452450265750362,"score_gpt":0.29956764568330524,"score_spread":0.27211519541755486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224246598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99783385,0.000028017294,0.0006288212,0.00050334353,0.00009897997,0.0003179944,0.0002079974,0.00009881197,0.00028215698],"genre_scores_gemma":[0.995432,0.000034087618,0.0015369125,0.00017483099,0.00003231544,0.000033775203,0.0019054208,0.000028753775,0.000821887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980291,0.00023069984,0.0007867506,0.0002928073,0.00040881542,0.00025182756],"domain_scores_gemma":[0.99854845,0.00015936563,0.0003299005,0.0002571173,0.0006412981,0.00006389756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010624633,0.00016646112,0.00048038832,0.00035841006,0.00012521133,0.000040073945,0.00007353946,0.00005907887,0.00016987974],"category_scores_gemma":[0.00029215578,0.00016326358,0.00005826596,0.0017038054,0.00021215827,0.000235285,0.00013296901,0.00029999038,5.116923e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003326109,0.00019993595,0.7666994,0.00004659207,0.000035288667,0.00003354566,0.000069807,0.00000310332,0.22748147,0.0027691256,0.00024457698,0.0020845458],"study_design_scores_gemma":[0.00095296506,0.00017692693,0.94979453,0.000037732974,0.000033529403,0.00006750868,0.000013811974,0.008798313,0.037897203,0.00016534746,0.001887476,0.00017467215],"about_ca_topic_score_codex":0.004051712,"about_ca_topic_score_gemma":0.000017275112,"teacher_disagreement_score":0.18958427,"about_ca_system_score_codex":0.000065493725,"about_ca_system_score_gemma":0.00013264231,"threshold_uncertainty_score":0.6657696},"labels":[],"label_agreement":null},{"id":"W4225306887","doi":"10.1177/15533506221095298","title":"Integration of Reinforcement Learning in a Virtual Robotic Surgical Simulation","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; University of Toronto","funders":"","keywords":"Reinforcement learning; Computer science; Hyperparameter; Physics engine; Artificial intelligence; Rendering (computer graphics); Trajectory; Simulation","score_opus":0.056388458776256256,"score_gpt":0.3419052131808515,"score_spread":0.28551675440459523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225306887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98247385,0.00001878315,0.005077106,0.00028895945,0.00012801729,0.00032437284,7.158186e-7,0.000071601455,0.011616608],"genre_scores_gemma":[0.9984781,0.000003037714,0.00006354297,0.00008114056,0.000063504514,0.00003108814,0.00036856357,0.000012847885,0.00089813076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811673,0.0001552595,0.00077547185,0.00021000077,0.00056718854,0.00017535877],"domain_scores_gemma":[0.99909765,0.00035380104,0.00020934416,0.000106752486,0.0001932336,0.000039224233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090511754,0.000111252215,0.00028592272,0.00051701936,0.00010236429,0.0000097395605,0.000044119657,0.00006786317,0.0017204027],"category_scores_gemma":[0.00024751195,0.00010528406,0.00006839152,0.0022516036,0.000039220427,0.000111968446,0.000054091834,0.0004729715,0.00000707356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008824598,0.00015833357,0.0058389134,0.000010856756,0.000012252482,0.000072095165,0.00025396643,0.92418426,0.00042236384,0.034816734,0.0000033547474,0.03334439],"study_design_scores_gemma":[0.007573049,0.0007747402,0.011374473,0.00005400943,0.00001666787,0.00003542631,0.00055248296,0.95684457,0.00031242,0.00025876536,0.022049781,0.00015361524],"about_ca_topic_score_codex":0.00002003734,"about_ca_topic_score_gemma":0.0000012765578,"teacher_disagreement_score":0.03455797,"about_ca_system_score_codex":0.00018298054,"about_ca_system_score_gemma":0.0000673851,"threshold_uncertainty_score":0.9991922},"labels":[],"label_agreement":null},{"id":"W4281297434","doi":"10.1177/15533506221081107","title":"Pilot Evaluation of a Novel, Low-Cost, Simulation Model for Training and Assessment of Laparoscopic Intracorporeal Continuous Suturing","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Reliability (semiconductor); Simulation training; Task (project management); Laparoscopy; Surgery; Simulation; Computer science","score_opus":0.23309044712251534,"score_gpt":0.4285855035663391,"score_spread":0.19549505644382378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281297434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700114,0.000017091874,0.02657278,0.00010190439,0.00011609006,0.0009943225,0.000036079837,0.000026011656,0.002124283],"genre_scores_gemma":[0.9966097,0.0000014823914,0.0027590243,0.000056161753,0.00006832322,0.00013724016,0.00032921572,0.000014180195,0.000024700686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983162,0.00006203543,0.00064947305,0.00020718682,0.000627444,0.00013765914],"domain_scores_gemma":[0.9984513,0.00039862015,0.00036303865,0.000101071986,0.0006504339,0.00003554779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020417797,0.000098578144,0.00033263912,0.00023829957,0.000093075134,0.000007847768,0.00003300443,0.00003737817,0.00009016246],"category_scores_gemma":[0.00021966475,0.00009712437,0.000044457378,0.0005740162,0.00004826592,0.00008955843,0.00003070917,0.0001671553,4.5325734e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006804866,0.0005532351,0.0057652243,0.000117690666,0.000054638764,0.0000012029113,0.0004951864,0.8411571,0.0039830296,0.02412201,0.0000033918416,0.12306684],"study_design_scores_gemma":[0.012608065,0.00036094539,0.009691291,0.000055192842,0.000083118015,0.000004680776,0.00018377238,0.97547966,0.0003272669,0.0008691333,0.00025408703,0.00008280975],"about_ca_topic_score_codex":0.000008334995,"about_ca_topic_score_gemma":0.0000015403452,"teacher_disagreement_score":0.13432258,"about_ca_system_score_codex":0.00010195747,"about_ca_system_score_gemma":0.00021173425,"threshold_uncertainty_score":0.3960617},"labels":[],"label_agreement":null},{"id":"W4282912807","doi":"10.1177/15533506221108303","title":"Design of an Automatic Jackson-Pratt Drain Auxiliary System for Postoperative Management Applications","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Information Technology Research Centre; Gyeonggi-do Regional Research Center; Gil Medical Center, Gachon University","keywords":"Stripping (fiber); Medicine; Surgery; Tube (container); Biomedical engineering; Mechanical engineering; Engineering","score_opus":0.031430873465960046,"score_gpt":0.322348406559868,"score_spread":0.290917533093908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282912807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44799984,0.00005287265,0.5368163,0.0008703573,0.00032048032,0.006756806,0.000060414615,0.00042582073,0.006697096],"genre_scores_gemma":[0.9862146,0.0000018766985,0.009039136,0.00014127181,0.00006460158,0.0030370767,0.0006821314,0.000022431053,0.0007969091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983264,0.00025644182,0.0006217314,0.00027882642,0.000361556,0.00015501183],"domain_scores_gemma":[0.99895066,0.00017972289,0.00023671957,0.00025881003,0.00032825675,0.00004584185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013556781,0.00011754858,0.0002530983,0.00033268915,0.00024078961,0.000014215391,0.00008130577,0.000055477445,0.00084397395],"category_scores_gemma":[0.00002654547,0.000112709065,0.00006968786,0.0015909427,0.0000375584,0.00012893026,0.000053078616,0.00014166484,0.000012506555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018924817,0.00316889,0.0007443847,0.0016020738,0.0005189156,0.000102704056,0.00046394905,0.009046885,0.023741633,0.5563038,0.0007465793,0.40166774],"study_design_scores_gemma":[0.035872295,0.009828329,0.017109416,0.0006887445,0.0012347325,0.001854376,0.008358528,0.53344136,0.04018639,0.017793845,0.33171558,0.0019164158],"about_ca_topic_score_codex":0.000005339627,"about_ca_topic_score_gemma":1.8750656e-7,"teacher_disagreement_score":0.5385099,"about_ca_system_score_codex":0.00030098818,"about_ca_system_score_gemma":0.000054399654,"threshold_uncertainty_score":0.9240923},"labels":[],"label_agreement":null},{"id":"W4292060393","doi":"10.1177/15533506221120145","title":"Profiles of Burnout and Response to the COVID-19 Pandemic Among General Surgery Residents at a Large Academic Training Program","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Burnout; Medicine; Pandemic; Anxiety; Depression (economics); Mental health; Clinical psychology; Family medicine; Gerontology; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","score_opus":0.1936539569458862,"score_gpt":0.4850944840468661,"score_spread":0.2914405271009799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292060393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97717714,0.0005409118,0.000041684634,0.019205349,0.0005573794,0.0019990893,0.00022238883,0.00014051633,0.00011551804],"genre_scores_gemma":[0.9899721,0.00013151037,0.00010425499,0.0044312053,0.0003242285,0.0020883048,0.00023922251,0.0000300164,0.002679115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99295914,0.0037713281,0.0013614472,0.00042839092,0.0007612254,0.00071845576],"domain_scores_gemma":[0.9951446,0.003402108,0.00063828134,0.00028462897,0.00028760347,0.00024275527],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012411377,0.00018604848,0.000430947,0.00043326075,0.002366508,0.000008953788,0.00022958298,0.00027100285,0.00067362323],"category_scores_gemma":[0.0029044421,0.00013334645,0.000064198466,0.0017483145,0.000109766246,0.00010914565,0.00069880905,0.0015139416,0.000011226899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024854634,0.000071441405,0.9599911,0.00026042166,0.000020472395,0.000028491359,0.008392319,0.000030333384,0.00060955744,0.0021493407,0.009809388,0.016151663],"study_design_scores_gemma":[0.0017167393,0.0002241628,0.6328652,0.0005931983,0.00001687019,0.000042945834,0.007788111,0.000466944,0.000031192056,0.001109771,0.35480946,0.00033542627],"about_ca_topic_score_codex":0.00049250544,"about_ca_topic_score_gemma":0.00015854932,"teacher_disagreement_score":0.34500006,"about_ca_system_score_codex":0.0005147141,"about_ca_system_score_gemma":0.0013774607,"threshold_uncertainty_score":0.9989323},"labels":[],"label_agreement":null},{"id":"W4296162121","doi":"10.1177/15533506221106258","title":"Implementation of an Innovative Technology Called the OR Black Box: A Feasibility Study","year":2022,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Region Hovedstaden","keywords":"Medicine; Black box; Computer science; Artificial intelligence","score_opus":0.12411972572567599,"score_gpt":0.39250961746086055,"score_spread":0.26838989173518457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296162121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962967,0.0000040701457,0.00027970097,0.001577397,0.00018157056,0.0008651228,0.000016851141,0.00007534751,0.0007032356],"genre_scores_gemma":[0.9990318,5.243011e-7,0.000038737864,0.00032986063,0.0001533716,0.00012694337,0.00023446753,0.000010892233,0.00007340215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984943,0.000045762048,0.00058967643,0.00029645482,0.00040140242,0.00017239868],"domain_scores_gemma":[0.9982175,0.00004175576,0.0004377344,0.00037200633,0.0009281619,0.0000028338718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013099051,0.00012314477,0.00018001438,0.0004946805,0.00031369601,0.000069176276,0.00041059192,0.000039153147,0.0023028653],"category_scores_gemma":[0.00013401822,0.00008235693,0.00001772655,0.010054024,0.00014483502,0.00069553667,0.00045410774,0.00023533868,0.00001438692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017335196,0.0036848066,0.44877523,0.00014301686,0.00013159243,0.00006093855,0.0010648547,0.0002194003,0.0023681005,0.4011752,0.00228422,0.1383591],"study_design_scores_gemma":[0.008734017,0.0015286666,0.5550793,0.00003198014,0.0001708318,0.00004062509,0.1257207,0.005174375,0.004610522,0.03841127,0.25919715,0.0013005851],"about_ca_topic_score_codex":0.0005949244,"about_ca_topic_score_gemma":0.0003073386,"teacher_disagreement_score":0.36276394,"about_ca_system_score_codex":0.000052268628,"about_ca_system_score_gemma":0.000061757804,"threshold_uncertainty_score":0.9986092},"labels":[],"label_agreement":null},{"id":"W4310398808","doi":"10.1177/15533506221143235","title":"Immersive Virtual Reality for Patient-Specific Preoperative Planning: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Medical physics; Surgical planning; MEDLINE; Surgery","score_opus":0.194595648961902,"score_gpt":0.4203871748694676,"score_spread":0.22579152590756557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310398808","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055358482,0.98602146,0.00038168026,0.00010898769,0.00030859347,0.008226673,0.00013199,0.00007766917,0.004737433],"genre_scores_gemma":[0.00013018324,0.9897307,0.00004315277,0.000546638,0.00017913485,0.0025019513,0.006265827,0.00006392434,0.00053846516],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566513,0.0005512918,0.0022099435,0.0006180881,0.0006403666,0.00031518354],"domain_scores_gemma":[0.99603504,0.0018737959,0.001121686,0.0004381539,0.0004272714,0.00010403872],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013517521,0.00045780453,0.0033106168,0.00034654592,0.000212105,0.000035680125,0.00013517751,0.00025715932,0.0013375315],"category_scores_gemma":[0.0011387194,0.0003294224,0.00066172355,0.0022656154,0.000059090315,0.00009002016,0.000076904034,0.00064684934,0.000038419057],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012603108,0.00017676206,7.1337223e-7,0.7414838,0.00044466727,0.00012237446,0.00019104827,0.000005658832,4.2172584e-8,0.016824275,0.0013022834,0.23932235],"study_design_scores_gemma":[0.0008501346,0.00030735333,3.5417557e-7,0.23191845,0.0010415097,0.00009193628,0.00011799076,0.000028149201,2.2394886e-7,0.000024619236,0.7653662,0.00025307052],"about_ca_topic_score_codex":0.0000011724719,"about_ca_topic_score_gemma":4.8236537e-8,"teacher_disagreement_score":0.7640639,"about_ca_system_score_codex":0.00037914544,"about_ca_system_score_gemma":0.00025057988,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W4362521341","doi":"10.1177/15533506231169066","title":"Ghost Ileostomy Versus Loop Ileostomy Following Oncologic Resection for Rectal Cancer: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Calgary; McMaster University","funders":"","keywords":"Medicine; Anastomosis; Colorectal cancer; Ileostomy; Meta-analysis; Stoma (medicine); Surgery; Proctocolectomy; Leak; Cancer; Internal medicine; Ulcerative colitis","score_opus":0.3370654442531798,"score_gpt":0.49535795029032703,"score_spread":0.15829250603714723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362521341","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007290118,0.98625296,0.00001645064,0.0004287469,0.00050668314,0.011458604,0.00030208254,0.00024308808,0.00071848213],"genre_scores_gemma":[0.000081931474,0.9770396,0.00010109194,0.0001677893,0.00016690724,0.016765177,0.0017778593,0.0001056652,0.0037939784],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9946242,0.00055358774,0.0024026546,0.0011490942,0.00075116556,0.00051929924],"domain_scores_gemma":[0.9947418,0.002464036,0.0013794535,0.00063738436,0.0006157269,0.00016160685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002137248,0.000810967,0.011758666,0.0013233132,0.00020061986,0.00007358237,0.00018294832,0.00060281524,0.00033424245],"category_scores_gemma":[0.001606242,0.0005322737,0.0041799396,0.011636773,0.00007267836,0.00014676579,0.00013020998,0.00057659845,0.00005715187],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004083456,0.00011446393,0.0000043292757,0.7417582,0.24362382,0.00022700685,0.000010051835,5.917421e-7,8.641778e-8,0.00021407208,0.00036853057,0.01327045],"study_design_scores_gemma":[0.0013525425,0.00076625694,0.000002461499,0.033434726,0.806059,0.00005443256,0.000008626444,0.00001361943,5.8047993e-7,0.00001786485,0.15786693,0.00042298468],"about_ca_topic_score_codex":0.00008982241,"about_ca_topic_score_gemma":0.00009599007,"teacher_disagreement_score":0.70832354,"about_ca_system_score_codex":0.0011884143,"about_ca_system_score_gemma":0.00042644268,"threshold_uncertainty_score":0.9997129},"labels":[],"label_agreement":null},{"id":"W4362522905","doi":"10.1177/15533506231169067","title":"Physical Supporting Devices as Interventions to Reduce Muscular Load of Surgeons in the Operating Room","year":2023,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Reduction (mathematics); Medical physics; Physical therapy; Surgery; Physical medicine and rehabilitation; Nursing","score_opus":0.19204780675670763,"score_gpt":0.4858935796720422,"score_spread":0.2938457729153346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362522905","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33975708,0.6148485,0.0002048503,0.0025342228,0.0009677759,0.008038201,0.00008976789,0.00051375775,0.033045802],"genre_scores_gemma":[0.7159525,0.27753964,0.00025875727,0.00055622426,0.0011038731,0.00074941985,0.0022321192,0.00020132339,0.0014061386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966552,0.0003183398,0.0016942654,0.00039163273,0.00063681655,0.00030371387],"domain_scores_gemma":[0.99756706,0.0011824968,0.0004979789,0.00030983338,0.00037763765,0.000064975655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026586768,0.0002657022,0.0012764451,0.00051654765,0.000083091436,0.000048074387,0.00018031998,0.0001890983,0.00017452725],"category_scores_gemma":[0.0020311319,0.00017388053,0.00059917185,0.00523876,0.000039989958,0.00007898246,0.000085566586,0.0006049522,0.00012559582],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025841284,0.00038701855,0.00018317135,0.013976512,0.00014202051,0.00025545654,0.0006737091,0.000068429465,0.000003240971,0.014593567,0.00006633876,0.9696247],"study_design_scores_gemma":[0.0014556817,0.00022506417,0.0008524748,0.045299217,0.0005677912,0.00010058856,0.00081059785,0.0003460252,0.000010206503,0.00025026093,0.949661,0.00042109092],"about_ca_topic_score_codex":0.00009794038,"about_ca_topic_score_gemma":0.00003081157,"teacher_disagreement_score":0.9692036,"about_ca_system_score_codex":0.00011104467,"about_ca_system_score_gemma":0.0003053954,"threshold_uncertainty_score":0.7090642},"labels":[],"label_agreement":null},{"id":"W4388224561","doi":"10.1177/15533506231211844","title":"Building Your Future Holographic Mentor: Can We Use Mixed Reality Holograms for Visual Spatial Motor Skills Acquisition in Surgical Education?","year":2023,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Augmented reality; Virtual reality; Dreyfus model of skill acquisition; Usability; Visualization; Apprenticeship; Interactivity; Computer science; Human–computer interaction; Resource (disambiguation); Medicine; Artificial intelligence; Multimedia","score_opus":0.052026971703301256,"score_gpt":0.39029093701631806,"score_spread":0.33826396531301683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388224561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99103266,0.000049146107,0.0005378396,0.005664898,0.0010392033,0.0010362621,0.000053385153,0.00032508007,0.0002615326],"genre_scores_gemma":[0.9949139,0.00010122393,0.0006261761,0.00029904905,0.0013381604,0.00022374417,0.0021542294,0.000036966296,0.00030655623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974577,0.00017889873,0.0008420396,0.0005603693,0.00046363374,0.00049739715],"domain_scores_gemma":[0.998424,0.00051114353,0.00021664996,0.00022660929,0.00046479146,0.0001567928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011567624,0.0002552016,0.0004536823,0.0009670921,0.00015486068,0.00007865894,0.00008377805,0.0003925583,0.00013475439],"category_scores_gemma":[0.0002500193,0.00022913315,0.00018016512,0.0038294746,0.00009912407,0.00020144696,0.000043881802,0.0003517294,0.0000121855255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032173202,0.0021957136,0.22189493,0.00025512406,0.00015948787,0.00037448105,0.0005071078,0.00024914034,0.0018104039,0.06254013,0.00086781994,0.7059283],"study_design_scores_gemma":[0.012031878,0.0005757068,0.775798,0.00027042592,0.00007129628,0.00008361963,0.0004846723,0.004894127,0.0003777247,0.0049794554,0.19989929,0.00053378614],"about_ca_topic_score_codex":0.00016311422,"about_ca_topic_score_gemma":0.000049766135,"teacher_disagreement_score":0.70539457,"about_ca_system_score_codex":0.0001619674,"about_ca_system_score_gemma":0.00015336565,"threshold_uncertainty_score":0.93437785},"labels":[],"label_agreement":null},{"id":"W4388632014","doi":"10.1177/15533506231211049","title":"Teaching Chest Tube Insertion by Blended Learning: A Multi-Dimensional Analysis","year":2023,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Royal College of Physicians and Surgeons of Canada; McGill University","funders":"McGill University","keywords":"Usability; Cognitive load; Blended learning; Reading (process); System usability scale; Medicine; Cognition; Learning effect; Educational technology; Multimedia; Computer science; Human–computer interaction; Psychology; Web usability; Mathematics education","score_opus":0.054390831107477354,"score_gpt":0.34704603854227006,"score_spread":0.29265520743479273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388632014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277854,0.000015046317,0.000828278,0.0017441574,0.00007574847,0.00014124057,0.000003619296,0.00046368595,0.003949673],"genre_scores_gemma":[0.9923039,0.0000033515742,0.0002745608,0.00031651946,0.000092764305,0.0000141111395,0.0019706213,0.000017306067,0.0050068754],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984556,0.000112643276,0.0004566073,0.00030666223,0.0004272007,0.00024132631],"domain_scores_gemma":[0.99923855,0.00023662655,0.00011099493,0.00011998687,0.00020868666,0.00008515068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091107737,0.00013417748,0.0002852285,0.0006843934,0.00019331579,0.000026917216,0.000037277532,0.0001400188,0.0008219782],"category_scores_gemma":[0.00042045195,0.00011582328,0.00012446362,0.0047245943,0.000038172784,0.00011179167,0.000030489262,0.00046719846,0.00017295913],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020627177,0.0019819313,0.50894934,0.00017335307,0.0027248722,0.00062376703,0.0012873256,0.031702388,0.046899695,0.031212931,0.0027401696,0.36964154],"study_design_scores_gemma":[0.008110548,0.00017177082,0.31923968,0.000049832903,0.00032467252,0.000018882742,0.00022330674,0.48171666,0.001088304,0.00018289333,0.18852216,0.00035129022],"about_ca_topic_score_codex":0.00004475524,"about_ca_topic_score_gemma":0.00000260141,"teacher_disagreement_score":0.45001426,"about_ca_system_score_codex":0.000059977963,"about_ca_system_score_gemma":0.00004085905,"threshold_uncertainty_score":0.9000085},"labels":[],"label_agreement":null},{"id":"W4389337719","doi":"10.1177/15533506231218962","title":"A Review of Cognitive Support Systems in the Operating Room","year":2023,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Workload; Medicine; Cognition; Cognitive load; MEDLINE; Medical physics; Computer science; Psychiatry","score_opus":0.2364793555314817,"score_gpt":0.4605458308943367,"score_spread":0.224066475362855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389337719","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032472693,0.984683,0.0000079380625,0.00008632978,0.0001377978,0.0018055587,0.000025289379,0.000041609142,0.013180001],"genre_scores_gemma":[0.0006680517,0.9964416,0.000004696457,0.00044431328,0.00019010615,0.00021778884,0.0017811649,0.000029213508,0.00022307664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970978,0.0003741189,0.0016676006,0.00025589572,0.00042443327,0.00018017399],"domain_scores_gemma":[0.997065,0.0018150689,0.00050937495,0.00018412301,0.00039856092,0.000027883714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028975832,0.0002127513,0.0015607856,0.00033155523,0.000033628105,0.000020276417,0.00009537005,0.00020339304,0.00020998354],"category_scores_gemma":[0.0016842046,0.00012138346,0.0002168919,0.0043855477,0.00003652006,0.00004447729,0.000029881647,0.0005214934,0.000088789384],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009978403,0.000082602906,0.000020910398,0.15344292,0.00009564101,0.00021999635,0.00006602434,9.800932e-7,2.0014417e-8,0.0062528756,0.00027312586,0.83953494],"study_design_scores_gemma":[0.0005656245,0.000050954415,0.000015628098,0.29723996,0.00022073506,0.00009204236,0.00007299881,0.000034385055,3.5583565e-8,0.0000061941796,0.7016104,0.00009104451],"about_ca_topic_score_codex":0.000014513727,"about_ca_topic_score_gemma":5.612363e-7,"teacher_disagreement_score":0.83944386,"about_ca_system_score_codex":0.000049193754,"about_ca_system_score_gemma":0.00023863671,"threshold_uncertainty_score":0.4949874},"labels":[],"label_agreement":null},{"id":"W4392191187","doi":"10.1177/15533506241236745","title":"Economic Analysis of AbClo, a Novel Abdominal Fascia Closure Device, for Patients With an Open Abdomen Following Trauma or Acute Abdominal Surgery","year":2024,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Abdominal surgery; Abdomen; Surgery; Abdomen surgery; Abdominal trauma; Fascia; Abdominal compartment syndrome; Closure (psychology); Blunt","score_opus":0.05356276648196769,"score_gpt":0.36088735461172006,"score_spread":0.3073245881297524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392191187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385184,0.000033510172,0.0034365961,0.0004246472,0.0002109998,0.0010567261,0.00032311337,0.00006604508,0.00059650553],"genre_scores_gemma":[0.992877,0.000006922525,0.0041460684,0.00013035914,0.00014739032,0.00030857217,0.001970524,0.00004438018,0.00036878017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975886,0.00004854486,0.0010702084,0.00062094576,0.00032635924,0.00034535752],"domain_scores_gemma":[0.99790764,0.00083257374,0.0003081152,0.0004231372,0.0004036019,0.00012492128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010713951,0.0002772412,0.0010300899,0.0011041047,0.00016999368,0.00013821051,0.00023308308,0.00015413387,0.00028098028],"category_scores_gemma":[0.00007264125,0.00020575892,0.00035847715,0.0036124089,0.000085958956,0.00067391596,0.00006223773,0.00018140972,0.00001030453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07824185,0.0072291973,0.43499175,0.0011075425,0.036266703,0.00044740448,0.00097220484,0.00050537457,0.007261766,0.04403436,0.0036782029,0.38526365],"study_design_scores_gemma":[0.012260211,0.00565842,0.83496106,0.0014908725,0.025410231,0.0001914021,0.0006629944,0.05243742,0.004313602,0.0010409271,0.05936777,0.0022050987],"about_ca_topic_score_codex":0.00008323536,"about_ca_topic_score_gemma":0.0000696596,"teacher_disagreement_score":0.3999693,"about_ca_system_score_codex":0.00017446627,"about_ca_system_score_gemma":0.00042236235,"threshold_uncertainty_score":0.8390605},"labels":[],"label_agreement":null},{"id":"W4392859419","doi":"10.1177/15533506241238263","title":"Findings Favor Haptics Feedback in Virtual Simulation Surgical Education: An Updated Systematic and Scoping Review","year":2024,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Institut de recherche, Centre universitaire de santé McGill","keywords":"Haptic technology; Systematic review; Randomized controlled trial; Medicine; MEDLINE; Intervention (counseling); Computer science; Medical physics; Simulation; Medical education; Surgery; Nursing","score_opus":0.056536861721759375,"score_gpt":0.3931556868481251,"score_spread":0.3366188251263657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392859419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98274636,0.007957058,0.00043202814,0.0013078991,0.00040266188,0.0019704762,0.0000036374909,0.0002745617,0.0049052867],"genre_scores_gemma":[0.99786407,0.00040187512,0.0000990502,0.0005111177,0.00018616288,0.00004719896,0.000487442,0.000025667223,0.00037739365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978311,0.0001499492,0.0010268965,0.0003965323,0.00038263117,0.00021286811],"domain_scores_gemma":[0.9988744,0.00046706572,0.00009219535,0.00018099193,0.00027210763,0.00011319515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011928077,0.00019026088,0.0005353079,0.0004269099,0.00006757501,0.00011588418,0.00004707238,0.00016054837,0.00046653068],"category_scores_gemma":[0.0002635262,0.00015708033,0.000054644137,0.0022994753,0.000058876456,0.00039644746,0.000025683072,0.00030391812,0.00004966103],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012098781,0.0019588466,0.012778821,0.32369745,0.00035179616,0.0017799499,0.0017790411,0.005836556,0.00029309193,0.46399486,0.00039856808,0.18592113],"study_design_scores_gemma":[0.006946558,0.00058960234,0.0044665155,0.53764117,0.00038764783,0.00072201353,0.00050483755,0.43540618,0.00008920629,0.0008327843,0.011441839,0.00097165996],"about_ca_topic_score_codex":0.000005042138,"about_ca_topic_score_gemma":0.0000025784266,"teacher_disagreement_score":0.46316206,"about_ca_system_score_codex":0.00010697825,"about_ca_system_score_gemma":0.00023097002,"threshold_uncertainty_score":0.64055496},"labels":[],"label_agreement":null},{"id":"W4399326683","doi":"10.1177/15533506241260087","title":"A Novel Cooling Device for Kidney Transplant Surgery","year":2024,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Hypothermia; Kidney; Surgery; Anastomosis; Kidney transplantation; Renal function; Kidney transplant; Transplantation; Warm ischemia; Ischemia; Anesthesia; Internal medicine; Reperfusion injury","score_opus":0.05865613973566629,"score_gpt":0.32726683070814316,"score_spread":0.26861069097247686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399326683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8071064,0.00027820165,0.17153305,0.014335413,0.0015429107,0.00088614394,0.00032398102,0.00065498496,0.0033389204],"genre_scores_gemma":[0.99510735,0.00004346276,0.0009839934,0.0010889813,0.0003210502,0.00003597032,0.0018345735,0.000021927926,0.0005626655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914587,0.000008418532,0.00034178293,0.00018963599,0.00017820402,0.00013609265],"domain_scores_gemma":[0.99935323,0.00029571776,0.00003046966,0.00006332815,0.00020093458,0.000056341712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911021,0.000090220776,0.00015385008,0.00033266,0.0000393953,0.00003909554,0.000019558462,0.00008624657,0.00015882468],"category_scores_gemma":[0.0000819103,0.00007778915,0.00007211685,0.0010295633,0.000018665061,0.00012450463,0.0000016727893,0.00011140912,0.00003307338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003914718,0.0007978064,0.009193863,0.0083285235,0.00060335454,0.0005694041,0.0017563133,0.000038986982,0.29494533,0.5647242,0.014506242,0.10062125],"study_design_scores_gemma":[0.004729966,0.00016534339,0.015342848,0.0022497156,0.00040329318,0.0011638121,0.000055552304,0.021791339,0.07527612,0.0010265759,0.8772492,0.0005462624],"about_ca_topic_score_codex":0.0000064106357,"about_ca_topic_score_gemma":0.0000013670547,"teacher_disagreement_score":0.8627429,"about_ca_system_score_codex":0.000036094312,"about_ca_system_score_gemma":0.00018405312,"threshold_uncertainty_score":0.31721494},"labels":[],"label_agreement":null},{"id":"W4401290647","doi":"10.1177/15533506241273398","title":"Recurrence Rates after Primary Femoral Hernia Open Repair a Systematic Review","year":2024,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Hernia repair and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Femoral hernia; Groin; Surgery; Hernia repair; Systematic review; Hernia; Clinical endpoint; Inguinal hernia; General surgery; Randomized controlled trial; MEDLINE","score_opus":0.09115792081398996,"score_gpt":0.4275730814950626,"score_spread":0.3364151606810727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401290647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015954959,0.976079,0.000011185821,0.0003702296,0.00036258044,0.009080774,0.000029232115,0.00026572545,0.013799668],"genre_scores_gemma":[0.0000028452898,0.9794203,0.00031707645,0.0013205329,0.00020873055,0.00339814,0.00097317697,0.00007459177,0.014284577],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591666,0.00039236477,0.0021170087,0.0007383123,0.00053661835,0.0002990264],"domain_scores_gemma":[0.99811417,0.00010621526,0.0005166147,0.0008751625,0.00030071472,0.00008713913],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024813674,0.0005207566,0.0037788614,0.00035262076,0.000039154464,0.00013743357,0.00033040653,0.00026622968,0.00044250186],"category_scores_gemma":[0.00035638627,0.0003219833,0.0006427684,0.0026397528,0.000044647186,0.00015989607,0.00051152613,0.00065694214,0.0016785866],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002120966,0.00007830942,0.0000021551416,0.9050854,0.0003953981,0.0007119212,0.000007872555,3.5024923e-9,9.021975e-9,0.0010495549,0.02189582,0.070752375],"study_design_scores_gemma":[0.000116894276,0.000049338014,0.000001688056,0.47149396,0.0035879773,0.00015583623,0.0000015880811,0.0000030679182,1.8512997e-8,0.00002576822,0.52439,0.00017392587],"about_ca_topic_score_codex":0.00000762104,"about_ca_topic_score_gemma":0.0000011655311,"teacher_disagreement_score":0.50249416,"about_ca_system_score_codex":0.0003284149,"about_ca_system_score_gemma":0.00046007737,"threshold_uncertainty_score":0.9999232},"labels":[],"label_agreement":null},{"id":"W4401332617","doi":"10.1177/15533506241273378","title":"Laparoscopic Versus Open Nephroureterectomy for Upper Tract Urothelial Carcinoma: A Systematic Review and Meta-Analysis of Propensity-Score Matched Studies","year":2024,"lang":"en","type":"review","venue":"Surgical Innovation","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Meta-analysis; Cochrane Library; Propensity score matching; Confidence interval; Urology; Urothelial carcinoma; Internal medicine; Surgery; Cancer; Bladder cancer","score_opus":0.4007370305242536,"score_gpt":0.4671862041511133,"score_spread":0.0664491736268597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401332617","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012433548,0.98679876,0.0000035538262,0.00029838146,0.00017529409,0.011879038,0.0005006434,0.000027167724,0.00019281474],"genre_scores_gemma":[0.00056456844,0.99225384,0.00011217477,0.00022507623,0.00008616674,0.004157617,0.0007979774,0.00006247594,0.0017400768],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9969124,0.00024469965,0.0016971171,0.00061371335,0.00032077043,0.00021130171],"domain_scores_gemma":[0.99775374,0.0003606161,0.00074316683,0.0005143559,0.00057443563,0.00005367166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089132105,0.0005358999,0.012334702,0.00054387405,0.000054885288,0.00006815738,0.00019127202,0.00020735004,0.0001224369],"category_scores_gemma":[0.0002483222,0.00028516387,0.0015682958,0.0025726303,0.00007875713,0.00010320458,0.00014593701,0.00025350394,0.000008443825],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010791177,0.000091441485,0.000005087325,0.79556036,0.20258984,0.00002906691,0.00004915109,1.7553884e-8,1.9904907e-7,0.0005102987,0.00036382474,0.0006928315],"study_design_scores_gemma":[0.0012739368,0.00036474894,0.000004253233,0.030843563,0.9289865,0.000040682426,0.000014403503,0.0000010233417,0.0000031866227,0.00002711361,0.0382219,0.0002187289],"about_ca_topic_score_codex":0.00003659238,"about_ca_topic_score_gemma":0.000006565139,"teacher_disagreement_score":0.76471674,"about_ca_system_score_codex":0.00015817348,"about_ca_system_score_gemma":0.00032150056,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W4406775119","doi":"10.1177/15533506251315979","title":"Near-Infrared Fluorescence-Guided Segmentectomy: Added Benefit of Indocyanine Green Dye Diminishes With Surgeon Experience","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"Intuitive Surgical","keywords":"Indocyanine green; Medicine; Interquartile range; Nuclear medicine; Surgery","score_opus":0.022816093229605212,"score_gpt":0.3079963387737117,"score_spread":0.2851802455441065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406775119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007875,0.00011591793,0.000054592187,0.0014394626,0.000107881955,0.00050003856,0.000012813688,0.00006436344,0.007626174],"genre_scores_gemma":[0.9966686,0.000051803992,0.00080934074,0.00022780162,0.000043892225,0.00016242816,0.00015036474,0.000012952815,0.0018728606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985617,0.000020350779,0.00052843086,0.00032315895,0.00034969076,0.00021668187],"domain_scores_gemma":[0.9988527,0.00009942599,0.00017128688,0.00031808752,0.000509529,0.000048963364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014693305,0.00017667894,0.00039980048,0.00018940549,0.00007604116,0.000025398187,0.0000783385,0.000088816145,0.00023671465],"category_scores_gemma":[0.000052183073,0.0001271152,0.00005365958,0.0018335646,0.00014229507,0.00011268067,0.000044196822,0.000115469426,0.0000042373563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016401593,0.0008454354,0.95321935,0.00032183516,0.00033882697,0.00016603178,0.0006490092,0.000031600117,0.0018011928,0.014228695,0.002351773,0.024406096],"study_design_scores_gemma":[0.012861067,0.001281341,0.70952696,0.0017610193,0.00024575207,0.000050725113,0.00030772222,0.0006361523,0.24839115,0.00068628945,0.023865068,0.0003867508],"about_ca_topic_score_codex":0.00038360726,"about_ca_topic_score_gemma":0.000021792217,"teacher_disagreement_score":0.24658996,"about_ca_system_score_codex":0.0001734773,"about_ca_system_score_gemma":0.00020386185,"threshold_uncertainty_score":0.51836073},"labels":[],"label_agreement":null},{"id":"W4409381442","doi":"10.1177/15533506251334693","title":"Virtual Reality Training Improves Procedural Skills in Mannequin-Based Simulation in Medical Students: A Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Likert scale; Interquartile range; Virtual reality; Randomized controlled trial; Physical therapy; Medical physics; Surgery; Computer science; Human–computer interaction; Psychology","score_opus":0.044054934283237354,"score_gpt":0.42932490124942535,"score_spread":0.385269966966188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409381442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772574,0.00003483406,0.0014233789,0.010852275,0.000950848,0.008673351,0.000003123713,0.00010692395,0.00069789216],"genre_scores_gemma":[0.99440616,0.0000040416785,0.000085002845,0.0027517998,0.00035173315,0.0017451897,0.00033164653,0.000020117066,0.00030429068],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993978,0.00095675467,0.002821826,0.0005078874,0.0013424774,0.00039305154],"domain_scores_gemma":[0.9911449,0.00702629,0.0004911534,0.00029347566,0.00092776964,0.00011640559],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008626565,0.00026411682,0.0015656094,0.0014541956,0.000075612785,0.00005573419,0.00017308137,0.0003370367,0.00022551765],"category_scores_gemma":[0.01131602,0.00022005863,0.00016069629,0.0031362223,0.00015981338,0.00015432836,0.000030632935,0.000622033,0.0000050034214],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9509936,0.0019704136,0.023975099,0.00014854402,0.00007007147,0.000026086624,0.0006811231,0.0107156485,0.000030996194,0.007153547,0.00004050048,0.004194399],"study_design_scores_gemma":[0.82680464,0.00042404485,0.020290917,0.0006229954,0.00004448231,0.000001318248,0.00034385215,0.15028277,0.00002480804,0.0009475836,0.00006071661,0.00015188317],"about_ca_topic_score_codex":0.00017948251,"about_ca_topic_score_gemma":0.00004750999,"teacher_disagreement_score":0.13956712,"about_ca_system_score_codex":0.00061726425,"about_ca_system_score_gemma":0.0023789713,"threshold_uncertainty_score":0.9970121},"labels":[],"label_agreement":null},{"id":"W4409942684","doi":"10.1177/15533506251339920","title":"Immersive Virtual Reality Simulation for Medical Student Procedural Training: Assessment of Cognitive Load and Usability","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Usability; Cognitive load; Virtual reality; System usability scale; Cognition; Test (biology); Medicine; Computer science; Simulation; Physical therapy; Human–computer interaction; Web usability","score_opus":0.07532992035335301,"score_gpt":0.4585529087533635,"score_spread":0.3832229884000105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409942684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593022,0.000013476871,0.030382287,0.0017427261,0.000106533254,0.0010018931,0.000013085519,0.000029320026,0.007408495],"genre_scores_gemma":[0.9989831,0.000003702996,0.0001213697,0.000495516,0.00005830113,0.000051879804,0.00017617115,0.0000059916256,0.00010398859],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99820065,0.000074576055,0.00070075033,0.0002899093,0.00057549414,0.00015863513],"domain_scores_gemma":[0.9964311,0.0021132068,0.00016801603,0.000085545806,0.0011241302,0.00007797289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015297601,0.00011804552,0.0003535633,0.00013137338,0.00007613855,0.000012546245,0.000036055175,0.0001609315,0.00013569176],"category_scores_gemma":[0.0028444342,0.00009904656,0.000067508045,0.00074424705,0.00019348259,0.00008271965,0.000034598903,0.00018376134,2.9313662e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006104175,0.0018419648,0.25476193,0.000520008,0.00060947094,0.00002564836,0.0029678005,0.00151007,0.00028876506,0.25258437,0.00003386878,0.47875193],"study_design_scores_gemma":[0.030823922,0.0007535022,0.73840874,0.0005268904,0.00016516248,0.0000069570815,0.0033009197,0.22167505,0.0002803108,0.0015991108,0.0022596242,0.00019978857],"about_ca_topic_score_codex":0.000008294582,"about_ca_topic_score_gemma":0.0000024354003,"teacher_disagreement_score":0.4836468,"about_ca_system_score_codex":0.00011850094,"about_ca_system_score_gemma":0.0004976479,"threshold_uncertainty_score":0.40390015},"labels":[],"label_agreement":null},{"id":"W4412428224","doi":"10.1177/15533506251361569","title":"Gender-Related Discriminations in European Otolaryngology-Head and Neck Surgery: European Report","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Ethnic group; Otorhinolaryngology; Feeling; Socioeconomic status; Demography; Social psychology; Psychology; Population; Psychiatry","score_opus":0.053082025397436186,"score_gpt":0.32458986060509276,"score_spread":0.2715078352076566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412428224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59539926,0.000038300503,0.00005867932,0.0037085544,0.000330865,0.00007782856,0.0000012637811,0.000046626737,0.40033862],"genre_scores_gemma":[0.99562633,0.000049014838,0.0000314194,0.0004018736,0.00007728536,0.0000016256603,0.00010064983,0.0000045759566,0.0037072464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99843836,0.0005551163,0.0003606491,0.0002116215,0.00025747626,0.00017678352],"domain_scores_gemma":[0.9994316,0.00015644234,0.000088673376,0.00011113699,0.00017744902,0.00003470876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004443756,0.000067575595,0.0001314222,0.00036183736,0.0002690639,0.000053964635,0.0001248565,0.000059119702,0.00007690043],"category_scores_gemma":[0.000829945,0.00006800056,0.000024190542,0.0018896937,0.00027725226,0.00016920421,0.00008360868,0.00019264153,0.000019884508],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021500167,0.00012725595,0.43969488,0.000029926068,0.000025718764,0.0015495792,0.004489476,0.0000030477545,0.00004860166,0.505358,0.009850551,0.038801495],"study_design_scores_gemma":[0.0003701074,0.000008183142,0.8234937,0.00006267024,0.000012121224,0.000012319316,0.0018193205,0.000008533466,0.0000041794456,0.003343277,0.17077902,0.00008655545],"about_ca_topic_score_codex":0.0002519097,"about_ca_topic_score_gemma":0.00015504326,"teacher_disagreement_score":0.5020147,"about_ca_system_score_codex":0.000051225954,"about_ca_system_score_gemma":0.000085495834,"threshold_uncertainty_score":0.27729824},"labels":[],"label_agreement":null},{"id":"W4414433666","doi":"10.1177/15533506251383336","title":"Operating Room Black Box (ORBB): Examining Nurses’ Perceptions in a Surgical Setting","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; Toronto Metropolitan University; University of Toronto; Sunnybrook Health Science Centre; Ted Rogers Centre for Heart Research","funders":"","keywords":"Debriefing; Patient safety; Situation awareness; Thematic analysis; Perception; Situational ethics; Workload; Work experience; Registered nurse","score_opus":0.06749559241957234,"score_gpt":0.44461835561830043,"score_spread":0.37712276319872806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414433666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8846496,0.000023483304,0.0022204837,0.005271275,0.00091176666,0.00066720706,0.000009370025,0.0001518319,0.10609498],"genre_scores_gemma":[0.99011546,0.00002414099,0.000576074,0.0010152963,0.00026584842,0.00019953391,0.00030650976,0.000015837693,0.007481309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687785,0.00062672276,0.0012768937,0.0003932675,0.00030460383,0.0005206438],"domain_scores_gemma":[0.99817777,0.0008737866,0.00028880357,0.00025778846,0.00033341898,0.000068408226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019001624,0.00017258272,0.00029653794,0.0005768407,0.0006373437,0.0000060936272,0.00015271197,0.00033810543,0.0008433254],"category_scores_gemma":[0.00096550403,0.0001628863,0.000039064053,0.0028581533,0.00009433577,0.0002523,0.00010207745,0.0010594002,0.0002405524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012318394,0.00042193005,0.79219437,0.0002746958,0.000038399055,0.00007296921,0.012088868,0.0013891152,0.0010972568,0.15670657,0.005648266,0.029944357],"study_design_scores_gemma":[0.0058957883,0.00009740795,0.5098384,0.0020825937,0.000027947273,0.000008317082,0.022743532,0.013076874,0.000080383776,0.0014708098,0.4441544,0.00052352325],"about_ca_topic_score_codex":0.000057596313,"about_ca_topic_score_gemma":0.00003559243,"teacher_disagreement_score":0.43850616,"about_ca_system_score_codex":0.00029455707,"about_ca_system_score_gemma":0.00041648175,"threshold_uncertainty_score":0.92338216},"labels":[],"label_agreement":null},{"id":"W4416428325","doi":"10.1177/15533506251400408","title":"Response to the Letter to the Editor: “Data, Algorithms, and Ethics in Virtual Reality Based Medical Education”","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Virtual reality; Medical ethics; MEDLINE; Virtual patient; Augmented reality","score_opus":0.16970264862033027,"score_gpt":0.48951747615192454,"score_spread":0.3198148275315943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416428325","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15371643,0.000037491245,0.0054985234,0.8365395,0.0033961644,0.0005523009,0.000009274547,0.000020740563,0.00022958135],"genre_scores_gemma":[0.80094266,0.000015333117,0.00035644756,0.19128631,0.0061743925,0.00015248665,0.00018794488,0.000009048829,0.0008753592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979468,0.00053484173,0.00052996294,0.0003000414,0.0005077622,0.0001805735],"domain_scores_gemma":[0.9965603,0.0021135372,0.000052755586,0.000608712,0.0005648418,0.00009989003],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008166077,0.00008890037,0.00013016579,0.0002487511,0.00019362225,0.000041055155,0.00022019132,0.0002319996,0.000092355265],"category_scores_gemma":[0.012627397,0.00005465003,0.000013733821,0.0019495996,0.0000927225,0.00006870216,0.00009586273,0.00076900003,0.00004199689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010624711,0.00017370134,0.0017159048,0.000029618823,0.0000073639203,0.000004192993,0.0014987726,0.00006332157,0.000041492538,0.009733001,0.71748155,0.2681886],"study_design_scores_gemma":[0.00007842871,0.00009087047,0.010402487,0.00016312275,0.0000076130677,0.0000039277556,0.000776002,0.0034434148,0.00024143625,0.00070474914,0.9840237,0.00006425008],"about_ca_topic_score_codex":0.0012671233,"about_ca_topic_score_gemma":0.0009659962,"teacher_disagreement_score":0.6472263,"about_ca_system_score_codex":0.00013001633,"about_ca_system_score_gemma":0.0029921848,"threshold_uncertainty_score":0.9956897},"labels":[],"label_agreement":null},{"id":"W7117417371","doi":"10.1177/15533506251413072","title":"The Vertical Needle Holder: A Proof-of-Concept Evaluation of a Novel Instrument for Precision Suturing in Confined Surgical Fields","year":2025,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Visibility; Surgical instrument; Usability; Surgical procedures; Invasive surgery; Clinical Practice","score_opus":0.10670614396087205,"score_gpt":0.3846671585581165,"score_spread":0.2779610145972444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117417371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878987,0.00010483221,0.003802204,0.0014796108,0.00024788117,0.0011820021,0.0000035204653,0.000015927086,0.0052653146],"genre_scores_gemma":[0.99939466,0.0000031500329,0.00022243173,0.000053833624,0.00006398125,0.00009503179,0.000054200194,0.0000061895025,0.000106537846],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981727,0.00007918022,0.0008567679,0.00020022187,0.00051273755,0.00017837634],"domain_scores_gemma":[0.9977278,0.0011871017,0.000112158064,0.00016853483,0.00077543396,0.0000289471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002016672,0.000103607425,0.00029781283,0.00022364595,0.000059689093,0.000013541365,0.00006675716,0.00016025949,0.00007098308],"category_scores_gemma":[0.0011884684,0.00007195819,0.00008865005,0.0012123468,0.000102033526,0.000059500635,0.00003298379,0.00017313843,2.33832e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005545083,0.0013289441,0.008725201,0.00018337271,0.00013324594,0.000006071046,0.00045759653,0.0058096205,0.001194963,0.2578271,0.00007088327,0.71871793],"study_design_scores_gemma":[0.08445507,0.0010473729,0.042616237,0.001404418,0.00025600116,0.000019771824,0.0007113169,0.690392,0.13912036,0.007091293,0.032523777,0.00036236053],"about_ca_topic_score_codex":0.000014662047,"about_ca_topic_score_gemma":0.0000071540962,"teacher_disagreement_score":0.71835554,"about_ca_system_score_codex":0.00006478501,"about_ca_system_score_gemma":0.00020312093,"threshold_uncertainty_score":0.29343697},"labels":[],"label_agreement":null}]}