{"meta":{"query_hash":"20e5883055a5","filters":{"venue":"Comprehensive healthcare simulation"},"cohort_total":31,"direct_labels_cover":0,"predictions_cover":31,"exported":31,"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/20e5883055a5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Comprehensive+healthcare+simulation"},"results":[{"id":"W2476809326","doi":"10.1007/978-3-319-24187-6_27","title":"Simulation Operations and Administration","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Administration (probate law); Computer science; Political science; Law","score_opus":0.101761247868856,"score_gpt":0.4052237965406491,"score_spread":0.3034625486717931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476809326","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00085903564,0.005021646,0.056057688,0.004346037,0.0017194367,0.00008477917,0.00017511219,0.00071329117,0.93102306],"genre_scores_gemma":[0.021657962,0.007455606,0.013580232,0.0011601993,0.00072663504,0.00013890218,0.00045032983,0.00029946124,0.95453066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928755,0.00018248244,0.00004058208,0.00009325581,0.00033592476,0.00006015693],"domain_scores_gemma":[0.99930453,0.0002480762,0.000027392822,0.00013579163,0.00019676147,0.000087432105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081180834,0.0009526105,0.00046002935,0.0008450425,0.0011054502,0.005149754,0.0006994478,0.0010574356,0.06600423],"category_scores_gemma":[0.002609013,0.00041095764,0.00038735333,0.0009800708,0.0016466076,0.0029818949,0.002237506,0.0025001573,0.026725005],"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":[0.000016824117,0.000043973865,0.00015417233,0.00009012024,0.0000062556855,0.000033246753,0.0005332122,0.0034510877,0.00040669742,0.54528195,0.24342854,0.20655401],"study_design_scores_gemma":[0.0000025236843,0.0000071025956,0.00013247882,0.000102631326,0.000002030299,0.00004938541,0.00013277454,0.0022638566,0.00017151996,0.07580975,0.92131954,0.000006430223],"about_ca_topic_score_codex":0.0038579504,"about_ca_topic_score_gemma":0.0049265786,"teacher_disagreement_score":0.06600423,"about_ca_system_score_codex":0.0018587391,"about_ca_system_score_gemma":0.0043507745,"threshold_uncertainty_score":0.22080618},"labels":[],"label_agreement":null},{"id":"W2477711314","doi":"10.1007/978-3-319-24187-6_29","title":"Simulation Research Program Development","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Memorial University of Newfoundland","funders":"","keywords":"Development (topology); Computer science; Mathematics","score_opus":0.3215591510147146,"score_gpt":0.5108155483189022,"score_spread":0.18925639730418758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477711314","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030613989,0.0010439798,0.1540579,0.0057969317,0.0013379856,0.0013445904,0.0020249446,0.004403962,0.8269283],"genre_scores_gemma":[0.025387023,0.0031844764,0.118671,0.0012681186,0.00036921236,0.0017066037,0.0055393213,0.0015499797,0.84232426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781185,0.00087544543,0.000120729805,0.00024530967,0.00080955465,0.0001371167],"domain_scores_gemma":[0.99486864,0.0016521098,0.00013037922,0.000860599,0.0018758547,0.0006125143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055959155,0.0005763117,0.00046944612,0.0018309541,0.000801912,0.0026469256,0.0017209607,0.0007038594,0.1343447],"category_scores_gemma":[0.010682655,0.0004863669,0.00047009383,0.0014403221,0.00057658507,0.0020092968,0.002566874,0.0015174695,0.052493397],"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":[0.000055188593,0.00022223406,0.00049931713,0.00019097484,0.000009718297,0.000040276653,0.00039034066,0.0031764857,0.0006886431,0.13083488,0.3375809,0.5263111],"study_design_scores_gemma":[0.000013668368,0.000035217938,0.0003167469,0.00015218656,0.0000047455337,0.000052667445,0.00011759537,0.0028395893,0.0009594574,0.016037509,0.9794637,0.0000068902787],"about_ca_topic_score_codex":0.0022451954,"about_ca_topic_score_gemma":0.0031959112,"teacher_disagreement_score":0.1343447,"about_ca_system_score_codex":0.0018952794,"about_ca_system_score_gemma":0.011038556,"threshold_uncertainty_score":0.44942778},"labels":[],"label_agreement":null},{"id":"W2480151864","doi":"10.1007/978-3-319-24187-6_19","title":"Simulation for Pediatric Critical Care Medicine and Transport","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Extracorporeal membrane oxygenation; Task (project management); Health care; Pediatric intensive care unit; Medicine; Medical emergency; Intensive care; Intensive care medicine; Nursing; Engineering; Anesthesia; Systems engineering","score_opus":0.13881214939893194,"score_gpt":0.4368758948506181,"score_spread":0.2980637454516862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480151864","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024630004,0.061141983,0.10151802,0.010651415,0.0068776417,0.00012712259,0.00030503824,0.00087789155,0.81603795],"genre_scores_gemma":[0.033315815,0.06912092,0.057193786,0.003365954,0.0019361981,0.00019793396,0.00076868635,0.000489646,0.8336111],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978274,0.00006453321,0.000009888317,0.000018592442,0.00010932169,0.0000150184715],"domain_scores_gemma":[0.9996141,0.00018992998,0.000014590941,0.000024275681,0.00009440806,0.000062751176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043594567,0.0010611129,0.00034021228,0.0006176573,0.000566323,0.0017674607,0.00059697824,0.0010441308,0.02852829],"category_scores_gemma":[0.0012679314,0.00028485205,0.00044944565,0.00057352777,0.00067862176,0.0016292382,0.0015465086,0.002268498,0.0066831387],"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":[0.000016220773,0.00007353866,0.0003207283,0.00036214793,0.000013805319,0.0001190752,0.0005858829,0.010749223,0.0008963004,0.23710053,0.41451475,0.33524767],"study_design_scores_gemma":[0.000003805697,0.000013474415,0.00023648595,0.0005540054,0.000004952259,0.00023998843,0.00012791596,0.00377763,0.0003361265,0.06201089,0.9326851,0.000009610895],"about_ca_topic_score_codex":0.002259359,"about_ca_topic_score_gemma":0.006704289,"teacher_disagreement_score":0.02852829,"about_ca_system_score_codex":0.0011624813,"about_ca_system_score_gemma":0.002560793,"threshold_uncertainty_score":0.09543669},"labels":[],"label_agreement":null},{"id":"W2494802034","doi":"10.1007/978-3-319-24187-6","title":"Comprehensive Healthcare Simulation: Pediatrics","year":2016,"lang":"en","type":"book","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Debriefing; Subspecialty; Health care; Medicine; Medical education; Computer science; Family medicine; Political science","score_opus":0.09731929446570729,"score_gpt":0.4021211195446901,"score_spread":0.3048018250789828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494802034","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011613658,0.08530914,0.03929168,0.01874807,0.020125682,0.00016360014,0.00041821646,0.001602972,0.8331793],"genre_scores_gemma":[0.013705994,0.0718406,0.016529132,0.012062495,0.00756155,0.0002825778,0.0010170141,0.0005711931,0.8764295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999592,0.000102419464,0.000020928539,0.000043209762,0.0002146363,0.000026755526],"domain_scores_gemma":[0.9991955,0.00025987023,0.00003682613,0.000054243406,0.00021143827,0.00024211114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005394578,0.0013786501,0.00069694,0.0009927503,0.00062641327,0.0026203154,0.00060045853,0.0014337616,0.049125563],"category_scores_gemma":[0.0023621833,0.0004905255,0.00046133663,0.0013418498,0.00079448166,0.0020841367,0.0023313754,0.0032513968,0.022683974],"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":[0.000014024624,0.0000626944,0.00022594247,0.0001830071,0.000007697997,0.00007737592,0.00010387531,0.0016835361,0.00032028652,0.018548964,0.76364285,0.2151298],"study_design_scores_gemma":[0.000006367348,0.000016572252,0.0004917022,0.0004456994,0.000003915797,0.00033450575,0.00006314017,0.0007850911,0.000101526755,0.020459957,0.9772817,0.0000097140655],"about_ca_topic_score_codex":0.0020386376,"about_ca_topic_score_gemma":0.007778401,"teacher_disagreement_score":0.049125563,"about_ca_system_score_codex":0.0010037505,"about_ca_system_score_gemma":0.0032522904,"threshold_uncertainty_score":0.16434139},"labels":[],"label_agreement":null},{"id":"W2497587967","doi":"10.1007/978-3-319-24187-6_14","title":"Simulation Curriculum Development, Competency-Based Education, and Continuing Professional Development","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":13,"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; Royal College of Physicians and Surgeons of Canada; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Curriculum; Professional development; ADDIE Model; Process (computing); Medical education; Transformational leadership; Key (lock); Computer science; Health care; Engineering ethics; Process management; Medicine; Psychology; Engineering; Pedagogy; Political science","score_opus":0.04358104911540117,"score_gpt":0.3676435531455778,"score_spread":0.3240625040301766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497587967","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060334695,0.07306382,0.059834614,0.015453174,0.004274965,0.00017979111,0.00014066415,0.0005151286,0.84050435],"genre_scores_gemma":[0.06671649,0.07763504,0.044094753,0.0040366394,0.0013397372,0.0002482765,0.00048365883,0.00017240306,0.805273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995976,0.000104170824,0.000018848792,0.000035974626,0.00020678707,0.000036734575],"domain_scores_gemma":[0.9993006,0.0003209793,0.00003659019,0.00003257821,0.0001460558,0.00016317931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069667003,0.0005680759,0.00028009212,0.00075988745,0.00051297736,0.0021907412,0.00057104294,0.00085325865,0.017872259],"category_scores_gemma":[0.0019586037,0.00018565293,0.00025061745,0.0007927355,0.0009846485,0.0016271748,0.0015043482,0.0017376158,0.00325491],"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":[0.000016282165,0.00014023026,0.0004250261,0.00042011405,0.0000061210058,0.00007061826,0.00096570636,0.0019299324,0.0005395297,0.20601098,0.19858743,0.5908881],"study_design_scores_gemma":[0.000007629469,0.000048777063,0.0009804693,0.0008831927,0.000004887389,0.00031826954,0.000583206,0.0020331775,0.0005688885,0.09593795,0.8986222,0.000011351953],"about_ca_topic_score_codex":0.0021976512,"about_ca_topic_score_gemma":0.00680966,"teacher_disagreement_score":0.017872259,"about_ca_system_score_codex":0.0015975351,"about_ca_system_score_gemma":0.005126987,"threshold_uncertainty_score":0.059788585},"labels":[],"label_agreement":null},{"id":"W2499902190","doi":"10.1007/978-3-319-24187-6_11","title":"Task and Procedural Skills Training","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Usability; Suite; Competence (human resources); Task (project management); Curriculum; Computer science; Fidelity; Medical education; Patient care; Psychology; Human–computer interaction; Medicine; Pedagogy; Nursing; Engineering","score_opus":0.08119409860879734,"score_gpt":0.37242104377533447,"score_spread":0.29122694516653713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499902190","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028488669,0.009367575,0.031787287,0.0020603447,0.0015978857,0.00006658203,0.00012070139,0.00023333306,0.95191735],"genre_scores_gemma":[0.02145898,0.009335621,0.009991133,0.0009916581,0.00034241762,0.000103130136,0.00020733639,0.00009880326,0.95747083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997913,0.0000359066,0.000008546674,0.00003632871,0.000092505245,0.000035410583],"domain_scores_gemma":[0.9998393,0.00005108763,0.0000075716603,0.000019692206,0.00003768252,0.000044613596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033776733,0.0008848251,0.0003050242,0.00061781274,0.00055665127,0.0015009099,0.0007751402,0.0010279822,0.040452138],"category_scores_gemma":[0.00074004644,0.0002038211,0.00035526446,0.00043340155,0.0010342125,0.0013282608,0.0016958468,0.0016092415,0.012232416],"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":[0.000041007817,0.0002027785,0.0002587299,0.0004050122,0.000007710043,0.00013391583,0.001008269,0.0028736745,0.0025256102,0.17574407,0.13945019,0.67734903],"study_design_scores_gemma":[0.000005941247,0.00006128659,0.0014432792,0.0005376463,0.000004920842,0.00041976868,0.00027302996,0.0011349407,0.00088713807,0.06779641,0.9274215,0.000014089356],"about_ca_topic_score_codex":0.0020868697,"about_ca_topic_score_gemma":0.0057264473,"teacher_disagreement_score":0.040452138,"about_ca_system_score_codex":0.00065540645,"about_ca_system_score_gemma":0.0020871905,"threshold_uncertainty_score":0.13532591},"labels":[],"label_agreement":null},{"id":"W2907097835","doi":"10.1007/978-3-319-98276-2_11","title":"Use of Simulation in High-Stakes Summative Assessments in Surgery","year":2019,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Summative assessment; Credentialing; Certification; Competence (human resources); Engineering ethics; Board certification; Medical education; Computer science; Formative assessment; Psychology; Medicine; Engineering; Pedagogy; Political science; Social psychology","score_opus":0.26327283644252286,"score_gpt":0.41026397499442013,"score_spread":0.14699113855189727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907097835","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10879372,0.007948175,0.15033226,0.0047906237,0.00093964656,0.0006765413,0.0004888584,0.0015904707,0.7244396],"genre_scores_gemma":[0.5420887,0.0105450135,0.24348314,0.001573757,0.00022284973,0.0009098475,0.00080886553,0.00045230586,0.19991556],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827445,0.0010694559,0.00005160303,0.00007670036,0.00045893338,0.00006883912],"domain_scores_gemma":[0.9933108,0.0059351483,0.00009704005,0.00021410765,0.00025856035,0.0001842171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036286318,0.0005324267,0.00027175635,0.00059640897,0.00055538176,0.0019455391,0.001081636,0.00085131446,0.013430783],"category_scores_gemma":[0.009222005,0.00026473007,0.0003686051,0.00040970705,0.00047875888,0.001630493,0.0020357652,0.0009320986,0.0026986736],"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":[0.0001556569,0.00089806726,0.004042546,0.000358777,0.000020866108,0.00039682406,0.0050484017,0.0060673966,0.0018667834,0.01963789,0.034062617,0.92744416],"study_design_scores_gemma":[0.00017592774,0.002018254,0.042091638,0.006981758,0.00013313834,0.006490075,0.01561373,0.062899165,0.02347796,0.08832552,0.7515155,0.00027727053],"about_ca_topic_score_codex":0.0019001423,"about_ca_topic_score_gemma":0.008572596,"teacher_disagreement_score":0.013430783,"about_ca_system_score_codex":0.0008354998,"about_ca_system_score_gemma":0.0016442976,"threshold_uncertainty_score":0.0449304},"labels":[],"label_agreement":null},{"id":"W3047144587","doi":"10.1007/978-3-030-46812-5_13","title":"Faculty and Staff Development","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"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":"Mentorship; Reputation; Scholarship; Quality (philosophy); Investment (military); Center (category theory); Engineering; Key (lock); Curriculum; Medical education; Engineering management; Public relations; Pedagogy; Engineering ethics; Business; Management; Political science; Sociology; Computer science; Medicine","score_opus":0.15788457055530533,"score_gpt":0.3951022625526754,"score_spread":0.23721769199737006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047144587","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000839215,0.0026907984,0.0026252947,0.0058070635,0.0018296695,0.00006608505,0.00012269594,0.00023085556,0.9857883],"genre_scores_gemma":[0.0028469067,0.00074075325,0.00071837293,0.0005804411,0.00010927706,0.000021174063,0.00005393915,0.000046920075,0.99488235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898297,0.0002072516,0.000033023825,0.00013209479,0.00047316562,0.00017150737],"domain_scores_gemma":[0.99838316,0.00016914129,0.000042425407,0.00012908458,0.00071450596,0.00056176377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014278984,0.0005781336,0.00030174825,0.0010418697,0.002559076,0.0038911947,0.0007678073,0.0012643683,0.14829879],"category_scores_gemma":[0.0028184284,0.00037130882,0.0002383871,0.001003468,0.0008693327,0.0019233164,0.002662652,0.0018106814,0.06495183],"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":[0.000009695285,0.000044115986,0.00026062326,0.000064815205,0.0000013322637,0.000038819588,0.000717181,0.00020512681,0.00037190985,0.058557797,0.696704,0.24302462],"study_design_scores_gemma":[0.0000011355918,0.0000067576843,0.00029812963,0.00004751772,6.6411855e-7,0.000029293527,0.00018475276,0.00006386669,0.00009870437,0.002766057,0.9965012,0.0000018947615],"about_ca_topic_score_codex":0.007986355,"about_ca_topic_score_gemma":0.025457073,"teacher_disagreement_score":0.14829879,"about_ca_system_score_codex":0.0032816448,"about_ca_system_score_gemma":0.008707832,"threshold_uncertainty_score":0.49610883},"labels":[],"label_agreement":null},{"id":"W3120234955","doi":"10.1007/978-3-030-43826-5_10","title":"Standardized/Simulated Patient Program Management and Administration – Spinning Plates","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Quality assurance; Accountability; Interview; Quality management; Quality (philosophy); Business; Administration (probate law); Best practice; Process management; Work (physics); Engineering management; Engineering; Service (business); Political science; Marketing","score_opus":0.0523328569636724,"score_gpt":0.3764708690802596,"score_spread":0.3241380121165872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120234955","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006586524,0.0010389644,0.1653528,0.0011195479,0.0011609199,0.00042938307,0.00036922342,0.003471361,0.8204712],"genre_scores_gemma":[0.043963503,0.0014505103,0.10668916,0.00071017526,0.00015671698,0.00027383034,0.00067103957,0.00090371823,0.8451814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996171,0.00010454278,0.00001408524,0.000038961127,0.00019851622,0.000026738291],"domain_scores_gemma":[0.9996234,0.00014960396,0.00001612178,0.000072861105,0.00009839096,0.000039602714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006623735,0.0008608219,0.0002697789,0.00044308434,0.0005684109,0.0019183232,0.0012000769,0.00070238987,0.06388722],"category_scores_gemma":[0.0010386676,0.00042518243,0.00035407685,0.00040600685,0.0006494809,0.0013300013,0.001282513,0.0012485303,0.01909281],"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":[0.00013714487,0.00030468643,0.00028108503,0.00027340688,0.000010125239,0.00020462957,0.00050782267,0.02361588,0.007823265,0.14139743,0.23668323,0.58876145],"study_design_scores_gemma":[0.00003197385,0.00017192557,0.00092731055,0.00031370734,0.000009018019,0.0004535017,0.0004056016,0.027703926,0.007988342,0.033023532,0.9289279,0.00004326083],"about_ca_topic_score_codex":0.0025669166,"about_ca_topic_score_gemma":0.0047063795,"teacher_disagreement_score":0.06388722,"about_ca_system_score_codex":0.0008222575,"about_ca_system_score_gemma":0.0014112674,"threshold_uncertainty_score":0.21372408},"labels":[],"label_agreement":null},{"id":"W3124646271","doi":"10.1007/978-3-030-43826-5_17","title":"Reimagining SP Methodology","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.33206958985738627,"score_gpt":0.4515599083478554,"score_spread":0.11949031849046915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124646271","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009211022,0.00034949026,0.96224946,0.0006989809,0.0002846847,0.000049028913,0.00005013697,0.00046431395,0.034932874],"genre_scores_gemma":[0.044224855,0.001437529,0.89001644,0.0008052709,0.0003592695,0.00019394392,0.00045069456,0.0017115974,0.060800403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588734,0.0021782808,0.00022610572,0.00038854274,0.0012068354,0.00011287334],"domain_scores_gemma":[0.9913906,0.004852898,0.0001600251,0.0018734818,0.0015607525,0.00016223571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005474545,0.0009177099,0.0005416328,0.0012842971,0.0007773056,0.0030000512,0.0022006566,0.0009110542,0.026431594],"category_scores_gemma":[0.01564995,0.0006730067,0.0010238137,0.0012364403,0.0018644566,0.0056428234,0.004319726,0.0035472617,0.0076054875],"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":[0.000014035509,0.000038779195,0.0003608901,0.00022544319,0.000024320803,0.00008027233,0.00041293434,0.011547555,0.00063948985,0.52847207,0.018291367,0.43989283],"study_design_scores_gemma":[0.0000073724373,0.00003798773,0.00018355613,0.00025883428,0.000018507191,0.00028737242,0.00023561827,0.06833312,0.0015012787,0.676714,0.25240502,0.000017454926],"about_ca_topic_score_codex":0.0017248228,"about_ca_topic_score_gemma":0.0031906974,"teacher_disagreement_score":0.026431594,"about_ca_system_score_codex":0.0011593146,"about_ca_system_score_gemma":0.0026386494,"threshold_uncertainty_score":0.08842248},"labels":[],"label_agreement":null},{"id":"W3163348321","doi":"10.1007/978-3-030-43826-5_7","title":"Training SPs for Authentic Role Portrayal","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Process (computing); Authentic assessment; Psychology; Best practice; Training (meteorology); Association (psychology); Engineering ethics; Medical education; Applied psychology; Pedagogy; Computer science; Political science; Engineering; Medicine; Geography; Psychotherapist","score_opus":0.18462246412070468,"score_gpt":0.40131151485632316,"score_spread":0.21668905073561848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163348321","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013087072,0.0010584017,0.044209264,0.01023858,0.0023167897,0.00011175129,0.000060963004,0.00032737138,0.92858976],"genre_scores_gemma":[0.15396488,0.0026139605,0.032332905,0.0038555772,0.00034979873,0.0001978743,0.00015545572,0.00035330205,0.80617625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991685,0.00035591176,0.000018667624,0.000044414468,0.00030109897,0.00011142521],"domain_scores_gemma":[0.99894696,0.00036604409,0.000040158375,0.000087954606,0.00023637302,0.0003225018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011605661,0.00054706197,0.00017478966,0.00033160122,0.0013715782,0.002093423,0.0006963816,0.0012733793,0.042532973],"category_scores_gemma":[0.0032409625,0.00029435597,0.00027166802,0.00023544855,0.0013608192,0.0030888284,0.0042481297,0.003926809,0.017584963],"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":[0.000044095174,0.00033506175,0.0011931555,0.00030247596,0.000004069269,0.0009665495,0.019200701,0.002462299,0.0031125527,0.2558244,0.35622984,0.36032468],"study_design_scores_gemma":[0.000008363221,0.00008804044,0.00072721386,0.00065448944,0.0000030194926,0.002341923,0.010994569,0.00182737,0.0011675977,0.047241252,0.9349326,0.000013591949],"about_ca_topic_score_codex":0.00070645375,"about_ca_topic_score_gemma":0.0030645353,"teacher_disagreement_score":0.042532973,"about_ca_system_score_codex":0.00078127935,"about_ca_system_score_gemma":0.0024301857,"threshold_uncertainty_score":0.14228702},"labels":[],"label_agreement":null},{"id":"W4245287541","doi":"10.1007/978-3-030-46812-5","title":"Comprehensive Healthcare Simulation: Program &amp; Center Development","year":2020,"lang":"en","type":"book","venue":"Comprehensive healthcare simulation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Center (category theory); Key (lock); Health care; Process (computing); Computer science; Process management; Engineering management; Engineering; Political science; Programming language; Chemistry; Computer security","score_opus":0.676466754261395,"score_gpt":0.6428800727420495,"score_spread":0.03358668151934552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245287541","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061022356,0.0026555497,0.020094253,0.013985071,0.0024805518,0.00020809317,0.0016747583,0.0042820442,0.95400935],"genre_scores_gemma":[0.0034553956,0.0023352986,0.011003684,0.0017685567,0.00048524168,0.00016021544,0.001948715,0.0009827621,0.9778601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919015,0.0001613593,0.000025040568,0.000064573855,0.000496735,0.000062223735],"domain_scores_gemma":[0.99698025,0.00077443843,0.000070511036,0.00018703078,0.0012135097,0.0007742819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016536368,0.00092950364,0.0003717299,0.0012515689,0.00067793234,0.0033846146,0.001074962,0.001460769,0.21119288],"category_scores_gemma":[0.004556845,0.0006537286,0.00030379946,0.0012707483,0.00055641786,0.0024440517,0.0018252522,0.0017056713,0.09258268],"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":[0.0000048701286,0.000022649292,0.00007369123,0.000024005769,7.31073e-7,0.0000057301345,0.000013185073,0.00032545556,0.00006604285,0.00458746,0.9019486,0.09292762],"study_design_scores_gemma":[0.0000066185544,0.000011062946,0.00026513395,0.00007570945,0.000001443591,0.00003233552,0.000030043539,0.0009322779,0.00015280303,0.003172572,0.9953141,0.0000058657274],"about_ca_topic_score_codex":0.011142237,"about_ca_topic_score_gemma":0.031862248,"teacher_disagreement_score":0.21119288,"about_ca_system_score_codex":0.0024695857,"about_ca_system_score_gemma":0.007633113,"threshold_uncertainty_score":0.70651054},"labels":[],"label_agreement":null},{"id":"W4250876438","doi":"10.1007/978-3-319-24187-6_30","title":"Simulation Research","year":2016,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Computer science; Management science; Outcome (game theory); Research design; Engineering","score_opus":0.31178197951974157,"score_gpt":0.4998483330313073,"score_spread":0.18806635351156575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250876438","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003557577,0.014997824,0.053673636,0.01454064,0.0026690466,0.00016656933,0.00035242215,0.00031577426,0.9097267],"genre_scores_gemma":[0.22104844,0.04460589,0.038698945,0.0055139475,0.0021454743,0.0005662542,0.001927363,0.0003720069,0.6851217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980902,0.00093666563,0.00009213568,0.00025962808,0.00052310043,0.00009836784],"domain_scores_gemma":[0.9955571,0.0025033634,0.00011462003,0.00073283014,0.0007826724,0.00030938085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029880747,0.000676359,0.00062637625,0.0014418439,0.00082075526,0.0034613342,0.0012330912,0.0012351025,0.075306125],"category_scores_gemma":[0.009993954,0.00030907444,0.00051210757,0.0011066925,0.0019705803,0.0028314604,0.0016732449,0.0019792996,0.013438966],"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":[0.000038504713,0.00009850939,0.00055569736,0.00034346548,0.00003134115,0.000055932473,0.0004907874,0.0047242315,0.00022921403,0.69084924,0.12596126,0.17662178],"study_design_scores_gemma":[0.000019492578,0.0000463548,0.0005199079,0.0006835378,0.000016406635,0.000138838,0.00050599914,0.0038590266,0.0003412216,0.2903141,0.7035419,0.000013193389],"about_ca_topic_score_codex":0.0026770972,"about_ca_topic_score_gemma":0.0030753799,"teacher_disagreement_score":0.075306125,"about_ca_system_score_codex":0.0021764466,"about_ca_system_score_gemma":0.0044314526,"threshold_uncertainty_score":0.25192404},"labels":[],"label_agreement":null},{"id":"W4392257914","doi":"10.1007/978-3-031-31090-4_44","title":"The Future of Simulation","year":2023,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Toronto; Michener Institute","funders":"","keywords":"Computer science","score_opus":0.09529472669609977,"score_gpt":0.39760071043841994,"score_spread":0.30230598374232015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392257914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015136846,0.11629109,0.023478007,0.047993585,0.006509572,0.000034117424,0.00008749625,0.00024840314,0.8038441],"genre_scores_gemma":[0.053961296,0.095208414,0.016834764,0.013091743,0.00495792,0.00011011781,0.00023134188,0.0002649276,0.81533957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991392,0.00039940714,0.000022479351,0.00007028118,0.0003111595,0.000057456873],"domain_scores_gemma":[0.99871457,0.000776564,0.00003411924,0.00011793953,0.0002205444,0.00013632294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011155226,0.000653203,0.00044966975,0.0008429556,0.001132536,0.0047421944,0.00061563845,0.0018048966,0.024725167],"category_scores_gemma":[0.0030844735,0.0003508155,0.00046757067,0.00066667784,0.0034455536,0.005379894,0.0020985075,0.0037335446,0.0054305964],"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":[0.000010658757,0.00002233744,0.00010116489,0.00010843425,0.000006249864,0.00003131537,0.0006062035,0.0016255974,0.00012040754,0.74205434,0.18241881,0.07289441],"study_design_scores_gemma":[0.0000029472737,0.0000076134056,0.000092683054,0.0002552018,0.0000020465031,0.00005626677,0.00020929298,0.0013293504,0.000046915276,0.17966971,0.81832165,0.000006405092],"about_ca_topic_score_codex":0.0039645913,"about_ca_topic_score_gemma":0.0063381707,"teacher_disagreement_score":0.024725167,"about_ca_system_score_codex":0.0023145976,"about_ca_system_score_gemma":0.0040959553,"threshold_uncertainty_score":0.0827139},"labels":[],"label_agreement":null},{"id":"W4404392804","doi":"10.1007/978-3-031-65742-9_8","title":"Research Opportunities and Knowledge Translation: Saying “Yes” to Simulation Research for the Care of Older Adults","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Victoria; University of British Columbia","funders":"","keywords":"Knowledge translation; Translation (biology); Psychology; Computer science; Knowledge management; Chemistry","score_opus":0.5878054938293048,"score_gpt":0.5528437870019987,"score_spread":0.03496170682730615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392804","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009259204,0.12614304,0.015039028,0.73643446,0.042743932,0.000098520526,0.00014488044,0.00024921712,0.07822101],"genre_scores_gemma":[0.029854774,0.19412656,0.047855686,0.48736528,0.036587074,0.0007148895,0.00035829903,0.0005585336,0.20257895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329835,0.0046697883,0.00033926262,0.00031159638,0.0011739769,0.00020717674],"domain_scores_gemma":[0.9590777,0.03458857,0.0006710252,0.0014576503,0.0028831367,0.0013218978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019742388,0.00082567317,0.0009972355,0.0013249303,0.0019445171,0.0077123498,0.0017284721,0.0073270886,0.014989987],"category_scores_gemma":[0.031766497,0.00055904186,0.000959059,0.0018321694,0.0107546,0.017412795,0.0050328556,0.0089101875,0.0056595085],"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":[0.00002753956,0.00008276091,0.00014292303,0.0013670034,0.000025588375,0.00016119168,0.0061403676,0.00018719045,0.00024814153,0.18170115,0.648876,0.16104004],"study_design_scores_gemma":[0.000023597304,0.000054976626,0.00028894644,0.004447534,0.000030104573,0.00032155507,0.0049046534,0.00025447764,0.0002532864,0.20014052,0.78924376,0.000036564536],"about_ca_topic_score_codex":0.0039030283,"about_ca_topic_score_gemma":0.006717702,"teacher_disagreement_score":0.019742388,"about_ca_system_score_codex":0.0028361038,"about_ca_system_score_gemma":0.014222366,"threshold_uncertainty_score":0.10440898},"labels":[],"label_agreement":null},{"id":"W4404392844","doi":"10.1007/978-3-031-65742-9_13","title":"Innovations in Older Adult Simulated Participant Methodology","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","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":"Sheridan College; University of Toronto","funders":"","keywords":"Psychology; Computer science","score_opus":0.26620198312289717,"score_gpt":0.4214211936001499,"score_spread":0.15521921047725273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392844","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0403134,0.0062872134,0.7902308,0.0070130844,0.0018185638,0.0015189844,0.00040548242,0.000684006,0.15172859],"genre_scores_gemma":[0.2089641,0.005920483,0.62237024,0.0030984522,0.0004214371,0.0041845883,0.00041911344,0.00028058267,0.154341],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931558,0.0057683936,0.00016927415,0.00024504322,0.00059156347,0.00006981527],"domain_scores_gemma":[0.9878957,0.009552962,0.00024027357,0.00088552735,0.0010465074,0.0003790931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018454991,0.0004705496,0.00022997329,0.00059472816,0.00050089037,0.0014647061,0.0019904475,0.00089642074,0.021343147],"category_scores_gemma":[0.015303566,0.0002654767,0.00032836568,0.0005413337,0.0011390911,0.0016747542,0.002267907,0.0013625582,0.0015967466],"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":[0.0001814412,0.0005688634,0.0037379432,0.0007848979,0.000024767302,0.0002734363,0.012641624,0.0022173407,0.0020105212,0.28325772,0.023349732,0.6709518],"study_design_scores_gemma":[0.00008786972,0.0014917658,0.006287203,0.0020564627,0.00004595602,0.0015077002,0.008184417,0.009732695,0.0039362777,0.16710907,0.79950327,0.000057306646],"about_ca_topic_score_codex":0.0008283202,"about_ca_topic_score_gemma":0.0022148106,"teacher_disagreement_score":0.021343147,"about_ca_system_score_codex":0.0007259851,"about_ca_system_score_gemma":0.0023017786,"threshold_uncertainty_score":0.09760046},"labels":[],"label_agreement":null},{"id":"W4404392845","doi":"10.1007/978-3-031-65742-9_2","title":"Describing the Work of Older Adult Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Aging and Gerontology Research","field":"Psychology","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":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Work (physics); Psychology; Gerontology; Applied psychology; Engineering; Medicine; Mechanical engineering","score_opus":0.28594397296126167,"score_gpt":0.42954961073258985,"score_spread":0.14360563777132818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392845","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021491494,0.0031360332,0.042142954,0.01049029,0.0034373447,0.0003087194,0.00030405636,0.0005300971,0.91815907],"genre_scores_gemma":[0.064375564,0.0020889146,0.017419636,0.0033350543,0.00015196082,0.00028336866,0.00022966614,0.00021029612,0.9119055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996101,0.0002356397,0.000010206069,0.000026381296,0.00007244862,0.000045185214],"domain_scores_gemma":[0.9995135,0.00025518742,0.000014303508,0.000025116296,0.000081707614,0.00011019073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010104447,0.0005833577,0.00015984043,0.00027274218,0.0021310688,0.0020846853,0.0011029226,0.002083047,0.038280286],"category_scores_gemma":[0.0015251422,0.00018997012,0.00030748383,0.00032343587,0.000986472,0.0014047413,0.002367018,0.0014914705,0.007406084],"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":[0.000113355374,0.0005111045,0.0011589775,0.00034090437,0.000007684208,0.0021816827,0.029743142,0.008018507,0.0019599104,0.24951191,0.53495073,0.17150204],"study_design_scores_gemma":[0.000011295814,0.00009467235,0.000652686,0.00024304587,0.00000207351,0.00072075153,0.010801283,0.0017562133,0.00047404986,0.019458415,0.9657683,0.000017306254],"about_ca_topic_score_codex":0.0034526966,"about_ca_topic_score_gemma":0.011545768,"teacher_disagreement_score":0.038280286,"about_ca_system_score_codex":0.0014679744,"about_ca_system_score_gemma":0.001851714,"threshold_uncertainty_score":0.12806028},"labels":[],"label_agreement":null},{"id":"W4404392848","doi":"10.1007/978-3-031-65742-9_10","title":"Working with Volunteer Older Adult Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Sheridan College; University of Toronto","funders":"","keywords":"Volunteer; Psychology; Gerontology; Medicine; Biology","score_opus":0.1428538091818289,"score_gpt":0.4115137556953884,"score_spread":0.2686599465135595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39398682,0.001964031,0.03510343,0.012192288,0.005661037,0.0026530037,0.0009985217,0.0016127538,0.5458281],"genre_scores_gemma":[0.31498134,0.0013041929,0.025965896,0.0041979784,0.00026176384,0.0014225972,0.0010240184,0.0003066216,0.65053564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923694,0.00039531288,0.000023823119,0.00008044981,0.00010605905,0.00015746338],"domain_scores_gemma":[0.99727875,0.0005284435,0.00007120258,0.0001441251,0.000366296,0.0016111631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025387132,0.00086443237,0.0003151985,0.00033399032,0.0031442407,0.0025676116,0.0014044704,0.0016448599,0.077540606],"category_scores_gemma":[0.0032696894,0.00040181185,0.00052363565,0.00021897577,0.0007657041,0.0016932454,0.0034876063,0.001582782,0.017695433],"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":[0.00095319364,0.01119563,0.0137845995,0.00067486364,0.000038108985,0.003992759,0.0673613,0.0042618904,0.0076594367,0.012010342,0.5368743,0.34119362],"study_design_scores_gemma":[0.00022618179,0.003834403,0.009195631,0.0006129731,0.00001998303,0.004011141,0.10344408,0.0042363787,0.0031271107,0.00733659,0.86384565,0.0001098193],"about_ca_topic_score_codex":0.0013166487,"about_ca_topic_score_gemma":0.006710979,"teacher_disagreement_score":0.077540606,"about_ca_system_score_codex":0.0009733601,"about_ca_system_score_gemma":0.0024520387,"threshold_uncertainty_score":0.25939918},"labels":[],"label_agreement":null},{"id":"W4404392867","doi":"10.1007/978-3-031-65742-9_1","title":"A Focus on Older Adults as Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Focus (optics); Psychology; Gerontology; Medicine","score_opus":0.08680449337143822,"score_gpt":0.4031678062678329,"score_spread":0.31636331289639463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392867","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058747873,0.0456809,0.019474676,0.050618473,0.008152231,0.00042277607,0.00014597004,0.00021861141,0.8165385],"genre_scores_gemma":[0.20459591,0.033453226,0.008755936,0.019786995,0.0015646326,0.0006068562,0.00016178202,0.00016413238,0.7309105],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940026,0.00038823282,0.000014211649,0.000046899044,0.00008082851,0.0000696505],"domain_scores_gemma":[0.9989354,0.0005266944,0.000038255774,0.00003326859,0.00008636748,0.0003800619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015693778,0.00050003047,0.00031070114,0.00023847599,0.0012770845,0.002162712,0.0008378161,0.0019418002,0.02032018],"category_scores_gemma":[0.0017049602,0.00018938776,0.00028598926,0.00023214922,0.00079073204,0.0024058954,0.0040958077,0.002258072,0.003293114],"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":[0.0001448358,0.0011922341,0.003024621,0.001029264,0.000011071187,0.0019276298,0.057400044,0.0017180529,0.0027435366,0.27242753,0.35544968,0.3029316],"study_design_scores_gemma":[0.000012780671,0.00022327618,0.0013251879,0.0007236956,0.0000045217325,0.0013868142,0.013373257,0.00048436964,0.0004588354,0.013845353,0.9681502,0.000011631185],"about_ca_topic_score_codex":0.0008788916,"about_ca_topic_score_gemma":0.003386935,"teacher_disagreement_score":0.02032018,"about_ca_system_score_codex":0.0008633458,"about_ca_system_score_gemma":0.0016382041,"threshold_uncertainty_score":0.067977786},"labels":[],"label_agreement":null},{"id":"W4404392880","doi":"10.1007/978-3-031-65742-9_5","title":"Fostering Psychological Safety in Learning Conversations","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Baycrest Hospital; Sheridan College; University of Toronto","funders":"","keywords":"Psychology; Psychological safety; Applied psychology","score_opus":0.1796101457866801,"score_gpt":0.44430748086833305,"score_spread":0.26469733508165294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392880","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026641238,0.0029054224,0.06996626,0.0089786835,0.0010938739,0.000107504835,0.000028923827,0.0004176286,0.8898605],"genre_scores_gemma":[0.40654147,0.004414767,0.04381462,0.0030484109,0.0003889681,0.000255934,0.00011241433,0.00025017033,0.54117334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993753,0.00033689337,0.000009060148,0.00003476566,0.00017835609,0.00006573874],"domain_scores_gemma":[0.9987884,0.0007513807,0.000066249355,0.00007371039,0.00012331014,0.0001970105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009304335,0.0005418453,0.00016350586,0.00028877187,0.0015069341,0.003651626,0.00089110504,0.0013447393,0.015370961],"category_scores_gemma":[0.0027269959,0.00016316868,0.0003264554,0.0001959669,0.00195973,0.0030602992,0.003786069,0.0027541837,0.0032694128],"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":[0.000057414272,0.00050107547,0.00094387983,0.00036683612,0.000012981102,0.0003944394,0.030370891,0.003455273,0.0039741574,0.53870237,0.07054342,0.3506773],"study_design_scores_gemma":[0.000026339962,0.00016685242,0.0015142439,0.00089636695,0.000019311956,0.00090120774,0.02111306,0.008389356,0.0052589145,0.32116908,0.6405103,0.00003485713],"about_ca_topic_score_codex":0.00061067234,"about_ca_topic_score_gemma":0.0013023745,"teacher_disagreement_score":0.015370961,"about_ca_system_score_codex":0.00093596487,"about_ca_system_score_gemma":0.0015696385,"threshold_uncertainty_score":0.051420987},"labels":[],"label_agreement":null},{"id":"W4404392882","doi":"10.1007/978-3-031-65742-9_14","title":"Creative Development Opportunities for Older Adult Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Aging and Gerontology Research","field":"Psychology","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":"Baycrest Hospital","funders":"","keywords":"Psychology; Gerontology; Developmental psychology; Medicine","score_opus":0.3619830726726736,"score_gpt":0.4649012532190121,"score_spread":0.1029181805463385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392882","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14668503,0.0020353445,0.09273897,0.0084735975,0.0021595405,0.0007824079,0.00031315672,0.001429152,0.74538267],"genre_scores_gemma":[0.3607822,0.0015979428,0.07470878,0.0015361588,0.00018784641,0.0011809276,0.00039888173,0.00034918642,0.5592581],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939,0.0003565785,0.000016351662,0.00005069063,0.00010757428,0.00007884313],"domain_scores_gemma":[0.998209,0.00075757835,0.000057903995,0.00011639255,0.00015907154,0.0007000397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018920484,0.000857555,0.00019505122,0.00043091064,0.0012491494,0.002850449,0.0015879158,0.0013221174,0.05916254],"category_scores_gemma":[0.0037641567,0.00022529044,0.00052648986,0.00018799682,0.00096257986,0.0015303952,0.005132058,0.0012858246,0.005689011],"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":[0.0006623766,0.0031085452,0.00427022,0.00073645636,0.000033831257,0.0024890734,0.051562533,0.007618693,0.008149497,0.17024563,0.26650754,0.48461556],"study_design_scores_gemma":[0.00016731647,0.00083475735,0.0027146519,0.0006732673,0.00001863993,0.0024302083,0.03193798,0.0060423478,0.004213167,0.06903116,0.8818819,0.00005469183],"about_ca_topic_score_codex":0.0003145732,"about_ca_topic_score_gemma":0.0013677413,"teacher_disagreement_score":0.05916254,"about_ca_system_score_codex":0.00079889514,"about_ca_system_score_gemma":0.0013492672,"threshold_uncertainty_score":0.19791842},"labels":[],"label_agreement":null},{"id":"W4404392914","doi":"10.1007/978-3-031-65742-9_4","title":"Training Older Adult Simulated Participants for Role Portrayal","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Dalhousie University","funders":"","keywords":"Training (meteorology); Psychology; Applied psychology; Medical education; Medicine; Geography","score_opus":0.16967312157973752,"score_gpt":0.42396450497123306,"score_spread":0.25429138339149554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392914","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26462084,0.0057695,0.04855783,0.0126750665,0.005189468,0.0006572015,0.00038893943,0.0009162712,0.66122484],"genre_scores_gemma":[0.31390053,0.0045194076,0.024889765,0.0023620864,0.00026769712,0.00042910565,0.0003751961,0.00015169285,0.6531046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979776,0.00009183149,0.00000611219,0.000015668336,0.00004975803,0.000038986902],"domain_scores_gemma":[0.99947923,0.00017229063,0.000020870253,0.00002380845,0.00007096945,0.00023285304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010737936,0.00060232054,0.0001539703,0.00022767093,0.0006365002,0.0008533432,0.0007317858,0.0010432324,0.049829997],"category_scores_gemma":[0.0017081822,0.00015877908,0.00027643028,0.00009723067,0.00027560134,0.0009300644,0.0014695171,0.0012449293,0.008069687],"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":[0.00044480118,0.0035879794,0.007503304,0.00047694062,0.00001549429,0.0018955074,0.022195105,0.0028702603,0.00976588,0.017286094,0.3059416,0.628017],"study_design_scores_gemma":[0.00008720548,0.0017182057,0.0093741445,0.0010370791,0.000017193177,0.005383653,0.020302458,0.00463642,0.003806896,0.00959173,0.9439924,0.000052530057],"about_ca_topic_score_codex":0.00053919636,"about_ca_topic_score_gemma":0.0028706996,"teacher_disagreement_score":0.049829997,"about_ca_system_score_codex":0.00031203905,"about_ca_system_score_gemma":0.0007186523,"threshold_uncertainty_score":0.16669792},"labels":[],"label_agreement":null},{"id":"W4404392997","doi":"10.1007/978-3-031-65742-9_6","title":"Supporting Older Adult Simulated Participants to Provide Feedback to Learners","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Psychology; Computer science; Cognitive psychology; Mathematics education","score_opus":0.09657625232394626,"score_gpt":0.43083349697813167,"score_spread":0.3342572446541854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404392997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6160581,0.0027638848,0.063309625,0.010123252,0.0023326552,0.0012027101,0.00052407896,0.001940586,0.30174506],"genre_scores_gemma":[0.6191781,0.002337577,0.052868415,0.0024622332,0.0002503709,0.0009771058,0.00067061034,0.00019451397,0.321061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960464,0.00021169316,0.000019910576,0.00003025116,0.00008125665,0.000052322783],"domain_scores_gemma":[0.99784875,0.0009138584,0.00008752891,0.00006195806,0.00031032966,0.0007776075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174897,0.00051081047,0.0001890913,0.00019884972,0.0004763088,0.0010438861,0.00074776076,0.0011687519,0.031027894],"category_scores_gemma":[0.004290833,0.00012835592,0.00025147313,0.00009981774,0.0002300801,0.0009363207,0.0017054286,0.0008705939,0.00517861],"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":[0.0010675119,0.0070703933,0.015692592,0.0009534827,0.000030890216,0.0029749842,0.040531926,0.0029420047,0.023626953,0.006773768,0.14910446,0.74923104],"study_design_scores_gemma":[0.00045145612,0.0064676963,0.021519646,0.0017306983,0.000057932662,0.007428926,0.04796269,0.014267516,0.017400926,0.010275643,0.8722956,0.00014122154],"about_ca_topic_score_codex":0.00039697668,"about_ca_topic_score_gemma":0.0009630063,"teacher_disagreement_score":0.031027894,"about_ca_system_score_codex":0.00025248146,"about_ca_system_score_gemma":0.00076362735,"threshold_uncertainty_score":0.10379863},"labels":[],"label_agreement":null},{"id":"W4404416617","doi":"10.1007/978-3-031-65742-9_25","title":"Recognizing and Responding to Sepsis and Delirium in an Older Adult Living in a Care Facility","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Intensive Care Unit Cognitive Disorders","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":"University Health Network","funders":"","keywords":"Delirium; Sepsis; Psychology; Medicine; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.05030246279080043,"score_gpt":0.3564382603360686,"score_spread":0.3061357975452682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404416617","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049342427,0.025268085,0.017439505,0.05361752,0.006327345,0.0003484993,0.00043181243,0.0007625149,0.84646237],"genre_scores_gemma":[0.18178545,0.051661577,0.061864227,0.03196517,0.0018517725,0.0003961787,0.00064491504,0.00020183773,0.6696288],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999113,0.00002824373,0.000005756533,0.000006967159,0.00003263124,0.000015133965],"domain_scores_gemma":[0.9998171,0.00009037745,0.0000110630535,0.0000032056532,0.000025323534,0.00005299778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024065295,0.00034176587,0.0001911156,0.00019897945,0.00051958754,0.000904149,0.00046583716,0.00093630917,0.008304179],"category_scores_gemma":[0.0010010898,0.00015032812,0.00019929046,0.00012640128,0.00021499737,0.0006954335,0.00059776794,0.0013576141,0.0019886154],"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":[0.00004242307,0.00057585683,0.0066662556,0.00026861514,0.000010148442,0.003527507,0.0031587775,0.0015468713,0.0013151309,0.008036098,0.6113522,0.3635001],"study_design_scores_gemma":[0.00002860449,0.00072608877,0.029750813,0.0017679548,0.000023882154,0.020605631,0.011877947,0.0060962397,0.0012063673,0.01942429,0.90841734,0.00007479444],"about_ca_topic_score_codex":0.0040872,"about_ca_topic_score_gemma":0.01649113,"teacher_disagreement_score":0.008304179,"about_ca_system_score_codex":0.0004973135,"about_ca_system_score_gemma":0.0013290561,"threshold_uncertainty_score":0.027780235},"labels":[],"label_agreement":null},{"id":"W4404416658","doi":"10.1007/978-3-031-65742-9_32","title":"Counselling Family Members About an Older Adult’s Test Results and Treatment Plan","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"Sheridan College; Baycrest Hospital; University of Toronto","funders":"","keywords":"Test (biology); Psychology; Plan (archaeology); Gerontology; Medicine; History; Biology","score_opus":0.1008304201324028,"score_gpt":0.3763774839631255,"score_spread":0.2755470638307227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404416658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059424494,0.0036712985,0.009875396,0.01486287,0.0016415978,0.00011066407,0.00022928552,0.00025423296,0.96341217],"genre_scores_gemma":[0.036611114,0.0061735436,0.012009378,0.008314334,0.0004083373,0.000085416345,0.00030232916,0.00007950426,0.93601596],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999144,0.000029414277,0.0000036121,0.0000070251344,0.000033732318,0.000011798076],"domain_scores_gemma":[0.9997336,0.0001637621,0.00000989957,0.0000105762565,0.000041730054,0.00004038098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030107726,0.0002854559,0.00014709405,0.00027868885,0.0005547339,0.00070926436,0.00038628228,0.0009998312,0.050901808],"category_scores_gemma":[0.00092001504,0.0001525164,0.0001920172,0.00016711313,0.00020849686,0.000852055,0.00042721175,0.0010374582,0.011265665],"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":[0.000013572941,0.00026536477,0.0012346489,0.00009250863,0.0000042743136,0.00065457425,0.0013310766,0.0007958427,0.0006775173,0.023535203,0.69433945,0.27705607],"study_design_scores_gemma":[0.0000055993314,0.000040674262,0.0023574212,0.00024982152,0.0000031062425,0.0018777989,0.00091381825,0.0009258073,0.00028114746,0.01009632,0.98323894,0.000009580025],"about_ca_topic_score_codex":0.0025988505,"about_ca_topic_score_gemma":0.00959567,"teacher_disagreement_score":0.050901808,"about_ca_system_score_codex":0.00046548608,"about_ca_system_score_gemma":0.0007955995,"threshold_uncertainty_score":0.1702835},"labels":[],"label_agreement":null},{"id":"W4404416812","doi":"10.1007/978-3-031-65742-9_30","title":"Goals of Care Discussions at End-of-Life with Families and Caregivers of Older Adults","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Palliative Care and End-of-Life Issues","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":"Western University; The Wilson Centre; University of Toronto","funders":"","keywords":"Psychology; Gerontology; Nursing; Medicine","score_opus":0.0727023624600729,"score_gpt":0.3807987788852199,"score_spread":0.308096416425147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404416812","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017524188,0.006188421,0.0086580105,0.02433641,0.002532245,0.00018248809,0.00010662003,0.00018810644,0.94028354],"genre_scores_gemma":[0.12564129,0.008163114,0.0199033,0.008578631,0.00030779015,0.0004525644,0.0002085202,0.00018594944,0.8365588],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947625,0.00035088893,0.000011875134,0.000020374759,0.00007459291,0.00006603563],"domain_scores_gemma":[0.9990632,0.0004986309,0.000044988585,0.000016722024,0.0000940695,0.0002823597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013375131,0.0003569676,0.0001801415,0.00032426702,0.0027682802,0.002634207,0.00080537493,0.0017037343,0.019009925],"category_scores_gemma":[0.0024436938,0.00024326649,0.00023254022,0.00026328024,0.00076385075,0.0025605394,0.0019485302,0.0023959442,0.0037000088],"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":[0.000030022813,0.0003599358,0.001686066,0.00016782693,0.0000039718857,0.0012205939,0.064058095,0.0006481796,0.0003434101,0.09678601,0.63413,0.20056593],"study_design_scores_gemma":[0.000008621753,0.00003477889,0.0016165482,0.00066148984,0.0000028393022,0.0008360041,0.037117545,0.00037604422,0.00021150411,0.020831235,0.9382907,0.000012831462],"about_ca_topic_score_codex":0.0032966956,"about_ca_topic_score_gemma":0.014669132,"teacher_disagreement_score":0.019009925,"about_ca_system_score_codex":0.0018069001,"about_ca_system_score_gemma":0.0035319235,"threshold_uncertainty_score":0.06359452},"labels":[],"label_agreement":null},{"id":"W4404416836","doi":"10.1007/978-3-031-65742-9_28","title":"Providing End-of-Life Care for an Older Adult in the Emergency Department","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Palliative Care and End-of-Life Issues","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":"University Health Network","funders":"","keywords":"Emergency department; End-of-life care; Gerontology; Medical emergency; Medicine; Nursing; Palliative care","score_opus":0.20505368496272702,"score_gpt":0.45866011463823997,"score_spread":0.25360642967551295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404416836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004793682,0.0063472786,0.0068557505,0.021724265,0.0038779143,0.00014461909,0.00019314338,0.00035985903,0.9557035],"genre_scores_gemma":[0.030768348,0.011806667,0.017053287,0.011084628,0.0006741738,0.00012930848,0.0002590409,0.00013273876,0.9280918],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998965,0.000038303246,0.0000039525817,0.000006790585,0.000033299297,0.00002122148],"domain_scores_gemma":[0.99975187,0.00008711626,0.000012703351,0.0000069411144,0.000035104895,0.00010614721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032747595,0.00029945042,0.00016575026,0.00018666575,0.0010362176,0.0015694025,0.00047142303,0.0011685921,0.037853766],"category_scores_gemma":[0.00089796935,0.00016911476,0.00019179599,0.0001996587,0.00027797424,0.0013167859,0.0011772262,0.001684431,0.01154221],"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":[0.000009240294,0.00015149819,0.0005661881,0.00013503357,0.0000017978709,0.00064545777,0.0015826985,0.0006114041,0.00035716765,0.01819528,0.8593151,0.118429236],"study_design_scores_gemma":[0.0000046719783,0.000041036612,0.001038171,0.00037634265,0.0000016342683,0.0013626165,0.0018427809,0.00040739306,0.00013819433,0.0055448613,0.989234,0.0000083341365],"about_ca_topic_score_codex":0.0018715131,"about_ca_topic_score_gemma":0.011451759,"teacher_disagreement_score":0.037853766,"about_ca_system_score_codex":0.0005553362,"about_ca_system_score_gemma":0.002295174,"threshold_uncertainty_score":0.12663352},"labels":[],"label_agreement":null},{"id":"W4404417103","doi":"10.1007/978-3-031-65742-9_35","title":"Looking to the Future of Older Adults as Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Aging and Gerontology Research","field":"Psychology","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":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.07766408261597162,"score_gpt":0.42575542895655266,"score_spread":0.34809134634058103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404417103","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18810324,0.020175138,0.032650992,0.15849973,0.006573878,0.00020947043,0.0001485559,0.0005026094,0.59313637],"genre_scores_gemma":[0.5902364,0.011516774,0.020488905,0.017191062,0.0004918596,0.00029017671,0.00020441388,0.00013381949,0.35944664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992568,0.0005398942,0.000009737486,0.0000440468,0.000078163735,0.00007131251],"domain_scores_gemma":[0.99868625,0.00050122355,0.000045723355,0.000050730596,0.000112197195,0.0006039217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001928921,0.0003041136,0.00017945848,0.00015642904,0.0014850674,0.004239159,0.00096740935,0.0020667452,0.015290379],"category_scores_gemma":[0.0038556748,0.00013678387,0.00029462774,0.00014718693,0.00137204,0.0033315273,0.0026761568,0.0026448206,0.0018630445],"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":[0.00032749656,0.0013607069,0.0055482197,0.00039687977,0.00002183603,0.00091835984,0.06690911,0.0027704837,0.0026057255,0.24767257,0.314904,0.3565646],"study_design_scores_gemma":[0.000054057175,0.0005127218,0.0032012535,0.00079163804,0.000015515803,0.0010317309,0.06313598,0.0031456426,0.0012379589,0.09501417,0.831808,0.000051374343],"about_ca_topic_score_codex":0.0015067798,"about_ca_topic_score_gemma":0.0039647007,"teacher_disagreement_score":0.015290379,"about_ca_system_score_codex":0.0010782424,"about_ca_system_score_gemma":0.0020290434,"threshold_uncertainty_score":0.051151395},"labels":[],"label_agreement":null},{"id":"W7117962657","doi":"10.1007/978-3-032-03947-7_1","title":"Why Do We Need This Simulation Textbook?","year":2025,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Ottawa Skills and Simulation Centre; University of Ottawa","funders":"","keywords":"Context (archaeology); Health professionals; Health care; Diversity (politics); Focus (optics); Key (lock)","score_opus":0.08132622439814466,"score_gpt":0.38842631086272256,"score_spread":0.30710008646457787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117962657","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002559563,0.024656935,0.023105847,0.37492064,0.04733783,0.00016870486,0.0005368915,0.0015561078,0.52515745],"genre_scores_gemma":[0.012632994,0.023411423,0.033042967,0.10697772,0.009697038,0.00026052506,0.0014732033,0.0010079968,0.8114962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993037,0.00015225066,0.000040700445,0.000046996145,0.00040192663,0.00005436944],"domain_scores_gemma":[0.9963815,0.0012220016,0.000114504655,0.00011928467,0.0014168426,0.00074593496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011539233,0.00057212624,0.0006894548,0.0007004277,0.0009055996,0.0035980805,0.00091265066,0.0022792057,0.07940771],"category_scores_gemma":[0.0074124527,0.00030405447,0.00056393247,0.0007482764,0.0007367135,0.004639009,0.0018514805,0.004253979,0.0386766],"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":[0.0000084205885,0.000049875136,0.00015360149,0.00014883818,0.0000034255916,0.00005801264,0.00010870474,0.00038665227,0.0001307774,0.019747684,0.8856239,0.093580104],"study_design_scores_gemma":[0.000006711623,0.0000137914385,0.0002234667,0.0003349824,0.000003935548,0.00013694917,0.00018086965,0.00029528848,0.00006795496,0.011596298,0.9871317,0.000007988772],"about_ca_topic_score_codex":0.0021248641,"about_ca_topic_score_gemma":0.007146256,"teacher_disagreement_score":0.07940771,"about_ca_system_score_codex":0.0013322897,"about_ca_system_score_gemma":0.0036666533,"threshold_uncertainty_score":0.26564527},"labels":[],"label_agreement":null},{"id":"W7117967352","doi":"10.1007/978-3-032-03947-7_4","title":"Embedding EDI into a National Virtual Simulation Program for Nursing, Medical Laboratory Technology, Paramedicine, Sonography, and Respiratory Therapy Students","year":2025,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","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":"University of Ottawa Skills and Simulation Centre; Canadian Institutes of Health Research; University of Ottawa","funders":"","keywords":"Inclusion (mineral); General partnership; Curriculum; Working group; Work (physics); Virtual Laboratory; Medical laboratory; Health care","score_opus":0.06592555110190568,"score_gpt":0.48291100543193094,"score_spread":0.41698545433002526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117967352","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06757466,0.0008881682,0.24346772,0.0040052985,0.0012305654,0.00027404507,0.00032466842,0.0026727733,0.67956215],"genre_scores_gemma":[0.24535102,0.0013966179,0.23563576,0.0011345402,0.000087903165,0.00026626376,0.000557965,0.0005726695,0.5149973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998301,0.00006116176,0.0000053136505,0.000017942382,0.00005506724,0.000030328503],"domain_scores_gemma":[0.9997677,0.000056311575,0.0000098843975,0.000021396814,0.000052459887,0.000092302595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043653118,0.0004337727,0.00015242364,0.00030383424,0.00071604096,0.0015560196,0.0009271111,0.0005657125,0.016737442],"category_scores_gemma":[0.000510895,0.0002657611,0.00030962034,0.000309574,0.00027786268,0.0011247076,0.002402453,0.0010235353,0.0028396337],"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":[0.0001356182,0.0013220602,0.0045136497,0.0002474413,0.000015439498,0.00087906036,0.0035261125,0.025376165,0.014692984,0.09598252,0.13208573,0.72122324],"study_design_scores_gemma":[0.0000308692,0.00034658238,0.0037030114,0.00033830176,0.000020847106,0.0014473589,0.0032238325,0.0641552,0.013608692,0.015008508,0.8980646,0.000052111478],"about_ca_topic_score_codex":0.0014657436,"about_ca_topic_score_gemma":0.005415685,"teacher_disagreement_score":0.016737442,"about_ca_system_score_codex":0.00077475427,"about_ca_system_score_gemma":0.0015279396,"threshold_uncertainty_score":0.055992305},"labels":[],"label_agreement":null},{"id":"W7117996073","doi":"10.1007/978-3-032-03947-7_2","title":"A Brief History of Access to Healthcare Education","year":2025,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Diversity and Career in Medicine","field":"Social Sciences","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":"University of Ottawa Skills and Simulation Centre; University of Ottawa","funders":"","keywords":"Health care; Demographics; Timeline; Diversity (politics); Workforce; Health professionals; Burnout","score_opus":0.14558881833553816,"score_gpt":0.4020900009143734,"score_spread":0.25650118257883525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117996073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001018737,0.0449977,0.0011158874,0.018081062,0.0051434143,0.000039353625,0.0002206001,0.00006507514,0.92931813],"genre_scores_gemma":[0.009686385,0.03422117,0.00091746857,0.009368372,0.002332276,0.000038985996,0.0002175126,0.00008518094,0.9431326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995129,0.000112844435,0.00002473866,0.000057596342,0.00019692471,0.0000948602],"domain_scores_gemma":[0.99953103,0.00021875068,0.000018728579,0.000023591592,0.00009010859,0.00011781597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209441,0.00046673883,0.00028502347,0.001582256,0.00223638,0.0050429925,0.00066478364,0.0020877665,0.12819794],"category_scores_gemma":[0.0017654796,0.00025627483,0.00024660313,0.0020763287,0.0018935889,0.004305633,0.0031790712,0.0041814833,0.021166295],"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":[0.000021305035,0.000082466664,0.00019328718,0.0003101149,0.0000029842263,0.00019751016,0.0013955197,0.00021577984,0.00019790481,0.4024993,0.4439818,0.15090212],"study_design_scores_gemma":[6.813526e-7,0.000004590373,0.00011804028,0.00012734528,2.9082773e-7,0.00006352559,0.0001184058,0.000015870979,0.000020289655,0.006874954,0.99265385,0.0000020153398],"about_ca_topic_score_codex":0.0077948133,"about_ca_topic_score_gemma":0.020034002,"teacher_disagreement_score":0.12819794,"about_ca_system_score_codex":0.004200578,"about_ca_system_score_gemma":0.003026446,"threshold_uncertainty_score":0.42886484},"labels":[],"label_agreement":null}]}