{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0e313ab25fe8","filters":{"venue":"International Journal of Surgical Oncology"}},"results":[{"id":"W2018625286","doi":"10.1155/2011/374012","title":"Clinical Considerations of<i>BRCA1</i>- and<i>BRCA2</i>-Mutation Carriers: A Review","year":2011,"lang":"en","type":"review","venue":"International Journal of Surgical Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Mutation; Computer science; Medicine; Computational biology; Bioinformatics; Genetics; Biology; Gene","authors":[{"name":"Olga Bougie","is_ca":true},{"name":"Johanne I. Weberpals","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08309957966143092,"gpt":0.4463432332358799,"spread":0.363243653574449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408551,0.0002659002,0.001563107,0.0001990679,0.00003193508,0.00001666696,0.0004440712,0.0005544371,0.0002436838],"category_scores_gemma":[0.0006287339,0.0002163263,0.0008465763,0.0001064844,0.0003830577,0.0000140449,0.0001848008,0.0005079172,0.000008812336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760066,"about_ca_system_score_gemma":0.002515592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004991955,"about_ca_topic_score_gemma":0.000008232041,"domain_scores_codex":[0.9962089,0.0006882287,0.002314038,0.0003304448,0.0003027181,0.0001556633],"domain_scores_gemma":[0.9954699,0.000495589,0.002350382,0.0002402501,0.001285312,0.0001585633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007716569,0.0001812895,0.00001590133,0.00131201,0.001743501,0.0003609891,0.00003476043,0.000002060276,0.000005737477,0.0009835969,0.01255475,0.9827282],"study_design_scores_gemma":[0.0007500846,0.0006386687,0.000005183527,0.004805513,0.0008240527,0.007611324,0.00001237845,7.398755e-7,0.00001452178,0.0002893651,0.9848693,0.0001788962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003624932,0.9942332,0.0001669411,0.0005597609,0.002023427,0.0002835963,0.00008188597,0.000003480161,0.002611459],"genre_scores_gemma":[0.0002541151,0.9952995,0.00249562,0.0004407858,0.001264815,0.00002707031,0.0001057729,0.00003109366,0.00008121428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9825494,"threshold_uncertainty_score":0.882153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031663738","doi":"10.1155/2010/396079","title":"Harmonic Scalpel Compared to Conventional Hemostasis in Thyroid Surgery: A Meta-Analysis of Randomized Clinical Trials","year":2010,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Hemostasis; Medicine; Randomized controlled trial; Harmonic scalpel; Meta-analysis; Surgery; MEDLINE; Blood loss; Internal medicine","authors":[{"name":"Adrienne Melck","is_ca":true},{"name":"Sam M. Wiseman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.239664020890039,"gpt":0.4900884302955651,"spread":0.2504244094055261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04310349,0.0002434718,0.009632114,0.002137218,0.00002057481,0.00002646448,0.0003821151,0.0003294277,0.00343389],"category_scores_gemma":[0.009548664,0.0001639634,0.01085258,0.0008141209,0.0003714883,0.0001210469,0.00008591741,0.0009733461,0.00002955483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129196,"about_ca_system_score_gemma":0.0009559783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005169616,"about_ca_topic_score_gemma":0.00006896322,"domain_scores_codex":[0.9878983,0.003969709,0.006344178,0.0003157142,0.001189127,0.0002829951],"domain_scores_gemma":[0.9590176,0.03580182,0.002781675,0.0002366229,0.001680709,0.0004815943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4101013,0.006351841,0.04035091,0.00001728688,0.4792674,0.005639054,0.0002910713,0.0004662779,0.007526914,0.003148293,0.027115,0.01972476],"study_design_scores_gemma":[0.295398,0.001142036,0.05535033,0.00007986914,0.2760007,0.00374515,0.0002442324,0.002282215,0.002661557,0.001211873,0.3611328,0.0007512415],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613891,0.00218613,0.0005587375,0.03009012,0.003221529,0.0005326147,0.000127857,0.00001239086,0.001881567],"genre_scores_gemma":[0.9955437,0.0009106833,0.001499302,0.001060687,0.0006775682,0.00002620692,0.00006111137,0.00001548826,0.0002053075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3340178,"threshold_uncertainty_score":0.9990535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066315532","doi":"10.1155/2012/761576","title":"Prolonged Therapy with Imatinib Mesylate before Surgery for Advanced Gastrointestinal Stromal Tumor Results of a Phase II Trial","year":2012,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; GiST; Imatinib mesylate; Imatinib; Surgery; Neoadjuvant therapy; Adjuvant therapy; Oncology; Internal medicine; Chemotherapy; Stromal cell; Cancer","authors":[{"name":"Caroline Y. Doyon","is_ca":true},{"name":"Lucas Sidéris","is_ca":true},{"name":"Guy Leblanc","is_ca":true},{"name":"Yves Leclerc","is_ca":true},{"name":"Denise M. Boudreau","is_ca":true},{"name":"Pierre‐André Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05305966916784011,"gpt":0.3993436596630461,"spread":0.346283990495206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291861,0.0001989328,0.0007915323,0.0002957828,0.00004855172,0.00001051876,0.0001884104,0.00003699049,0.00009651932],"category_scores_gemma":[0.00076426,0.0001233537,0.0003965251,0.0001118989,0.0002014086,0.0001962316,0.00004500416,0.0003471585,0.000002277791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002367186,"about_ca_system_score_gemma":0.00077032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009728417,"about_ca_topic_score_gemma":0.000004608475,"domain_scores_codex":[0.9973651,0.0001341805,0.001091785,0.0001663802,0.0007832084,0.0004593213],"domain_scores_gemma":[0.9958307,0.001110105,0.001093546,0.0001176708,0.001427569,0.0004204791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.898786,0.01301543,0.01072989,0.00002472047,0.0005874194,0.004890022,0.0001512417,0.00001101922,0.002874089,0.0001397326,0.0004506797,0.06833977],"study_design_scores_gemma":[0.5566137,0.3008167,0.006866957,0.0009681729,0.000204311,0.09380314,0.0002032652,0.0001937083,0.006042948,0.000187802,0.03389395,0.0002053768],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934932,0.0001321996,0.0003296077,0.004425621,0.0003340886,0.0007354447,0.00008721626,0.00001207575,0.0004505288],"genre_scores_gemma":[0.981707,0.0000368348,0.01697774,0.00005375103,0.001003938,0.00005221548,0.00005395819,0.00002139573,0.00009319135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3421723,"threshold_uncertainty_score":0.5030216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986349137","doi":"10.1155/2015/785793","title":"Evaluating the Feasibility of Performing Window of Opportunity Trials in Breast Cancer","year":2015,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ottawa Hospital","funders":"Health Canada; University of Ottawa","keywords":"Medicine; Breast cancer; Anastrozole; Algorithm; Clinical trial; Prospective cohort study; Internal medicine; Cancer; Tamoxifen; Computer science","authors":[{"name":"Angel Arnaout","is_ca":true},{"name":"Susan J. Robertson","is_ca":true},{"name":"Iryna Kuchuk","is_ca":true},{"name":"Demetrios Simos","is_ca":true},{"name":"Gregory R. Pond","is_ca":true},{"name":"Christina Addison","is_ca":true},{"name":"Mehrzad Namazi","is_ca":true},{"name":"Mark Clemons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2687170834984859,"gpt":0.5018069892364392,"spread":0.2330899057379533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260826,0.0000805547,0.0004641872,0.00006214262,0.00001320612,0.000003439126,0.0002698969,0.00008029184,0.00006441447],"category_scores_gemma":[0.0008096686,0.00004958527,0.0001862104,0.00005753737,0.0001669016,0.000008672885,0.0001137886,0.0001258612,2.455525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883828,"about_ca_system_score_gemma":0.0009096805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584014,"about_ca_topic_score_gemma":0.00006916303,"domain_scores_codex":[0.997999,0.0005563439,0.0008895113,0.00009839427,0.0003617545,0.00009499833],"domain_scores_gemma":[0.9974166,0.0003902419,0.0009896111,0.00008974884,0.001045984,0.00006782616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01941005,0.001534122,0.7595855,0.00002347812,0.00150295,0.000142192,0.001097157,0.002361479,0.03703712,0.0002237815,0.0009843328,0.1760979],"study_design_scores_gemma":[0.04805315,0.007805392,0.838439,0.0006028237,0.0006626781,0.005694569,0.004827763,0.0004431854,0.05815183,0.002795732,0.03197212,0.0005517321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923133,0.0007068269,0.00001863876,0.00577044,0.0005343196,0.00008395962,0.00007115195,6.470727e-7,0.0005006626],"genre_scores_gemma":[0.998596,0.000667082,0.0001994326,0.00008171044,0.0004252993,0.000005725445,0.000006316613,0.000004321105,0.00001417012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1755461,"threshold_uncertainty_score":0.2022029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976481887","doi":"10.1155/2012/493426","title":"Current Standards in the Management of Cerebral Metastases","year":2011,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital Notre-Dame; Toronto Western Hospital","funders":"","keywords":"Radiosurgery; Medicine; Intensive care medicine; Disease; Medical physics; Radiation therapy; Surgery; Pathology","authors":[{"name":"Pablo Goetz","is_ca":true},{"name":"Julius O. Ebinu","is_ca":true},{"name":"David Roberge","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06146232841935079,"gpt":0.3941119379351696,"spread":0.3326496095158188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155372,0.00007557137,0.0002933594,0.0001508373,0.000008917916,0.000004371685,0.0002162559,0.0000286334,0.0007402953],"category_scores_gemma":[0.00001312441,0.00004103035,0.0001952274,0.0000866307,0.00008209269,0.00005099618,0.0000432442,0.0001877268,0.000003261095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817016,"about_ca_system_score_gemma":0.0001353755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001702353,"about_ca_topic_score_gemma":0.0000051878,"domain_scores_codex":[0.9984769,0.0001495219,0.0005246231,0.0000747466,0.0006703534,0.0001038246],"domain_scores_gemma":[0.9991217,0.0001268777,0.0002781558,0.00008150062,0.0003358808,0.00005589788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007820287,0.008432387,0.02577148,0.00008637358,0.003257458,0.03391021,0.001455709,0.00001930831,0.00001480648,0.07798421,0.003390241,0.8378575],"study_design_scores_gemma":[0.01056081,0.002860467,0.06061576,0.0003106086,0.0004874094,0.004910253,0.0009625309,0.00001043191,0.0003602394,0.002598689,0.9162445,0.00007829714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396518,0.004415474,0.0007296389,0.008316442,0.002040863,0.0003844006,0.0001277274,0.000006235943,0.04432738],"genre_scores_gemma":[0.9947836,0.001866625,0.003064254,0.0001199429,0.0001331718,0.000004276427,0.000006051474,0.000004243346,0.00001785067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9128543,"threshold_uncertainty_score":0.8105714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160834467","doi":"10.1155/2012/180574","title":"Surgery Should Complement Endocrine Therapy for Elderly Postmenopausal Women with Hormone Receptor-Positive Early-Stage Breast Cancer","year":2012,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Estrogen and related hormone effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Cancer; Internal medicine; Breast surgery; Surgery; Algorithm","authors":[{"name":"Olivier Nguyen","is_ca":true},{"name":"Lucas Sidéris","is_ca":true},{"name":"Pierre Drolet","is_ca":true},{"name":"Marie‐Claude Gagnon","is_ca":true},{"name":"Guy Leblanc","is_ca":true},{"name":"Yves Leclerc","is_ca":true},{"name":"Andrew Mitchell","is_ca":true},{"name":"Pierre Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01989438062735408,"gpt":0.3244793548236695,"spread":0.3045849741963154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004650167,0.0001695033,0.0003172571,0.00009361415,0.00004743487,0.00002008955,0.0002060836,0.0001572449,0.0001815788],"category_scores_gemma":[0.000009641361,0.0001175956,0.0001306317,0.00005186162,0.00009715095,0.00002242584,0.00004978489,0.0002295008,0.000004326381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936886,"about_ca_system_score_gemma":0.0002181955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000270221,"about_ca_topic_score_gemma":0.000002519394,"domain_scores_codex":[0.9986483,0.0001244989,0.0003940017,0.0001498319,0.0003006094,0.0003827843],"domain_scores_gemma":[0.998648,0.0001842942,0.0003602896,0.00007556991,0.0005056311,0.0002261793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1056345,0.004204267,0.05952037,0.00001811379,0.008481516,0.0008739241,0.0009874689,0.0001941319,0.5403837,0.0008933565,0.02126975,0.257539],"study_design_scores_gemma":[0.007113902,0.01099956,0.0331554,0.00004597367,0.00004338153,0.002804351,0.0001708345,0.000004425107,0.03340296,0.00002012814,0.9119169,0.0003221858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921045,0.003026764,0.0001780017,0.003205566,0.0008471903,0.0001934228,0.0001763203,0.000004921435,0.0002632993],"genre_scores_gemma":[0.9882933,0.009016579,0.0003249218,0.0003615727,0.001671738,0.00004924273,0.00007328253,0.00002434464,0.0001850551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8906472,"threshold_uncertainty_score":0.4795409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060255052","doi":"10.1155/2015/192579","title":"Now, Later of Never: Multicenter Randomized Controlled Trial Call—Is Surgery Necessary after Atypical Breast Core Biopsy Results in Mammographic Screening Settings?","year":2015,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Breast cancer; Randomized controlled trial; Mammography; Biopsy; Ductal carcinoma; Radiation therapy; Breast-conserving surgery; Breast surgery; Oncology; Radiology; Cancer; Mastectomy; Surgery; Internal medicine","authors":[{"name":"Nikita Makretsov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05808280205912709,"gpt":0.3660032673611278,"spread":0.3079204653020007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004788566,0.0002214482,0.002330678,0.0006652134,0.00001514851,0.0000247737,0.0002676943,0.0002962316,0.000210007],"category_scores_gemma":[0.001065471,0.0001493305,0.00108549,0.0002323586,0.0004134176,0.0003089657,0.0001005811,0.0006279362,0.000008277245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286176,"about_ca_system_score_gemma":0.0005234111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153077,"about_ca_topic_score_gemma":0.00003000039,"domain_scores_codex":[0.9951246,0.0005214535,0.002596051,0.0002474,0.001195448,0.0003150865],"domain_scores_gemma":[0.9941717,0.002478695,0.001352417,0.0001290287,0.001526286,0.000341816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9437343,0.0004847291,0.04168064,0.000009137881,0.0007048247,0.007432477,0.0001892916,0.00003804543,0.00003394294,0.00002469627,0.002926013,0.002741889],"study_design_scores_gemma":[0.9699595,0.000673443,0.01097484,0.0006850534,0.0002917828,0.005252574,0.0001641637,0.000750719,0.00003699815,0.0001053631,0.01095523,0.0001503255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707144,0.0005250765,0.0001175749,0.02521262,0.001692162,0.0006658788,0.00003857092,0.000009847357,0.001023867],"genre_scores_gemma":[0.995885,0.0003117533,0.001185232,0.001385801,0.001050383,0.00003085868,0.00001963492,0.00001488766,0.000116457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307058,"threshold_uncertainty_score":0.6089522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402482164","doi":"10.1155/2024/3565134","title":"Risk Factors for Early Postoperative Morbidity and Mortality following Extremity Metastatic Pathologic or Impending Fracture Fixation","year":2024,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Fixation (population genetics); Surgery","authors":[{"name":"Patrick Qi Wang","is_ca":true},{"name":"Brynn Petras Charron","is_ca":true},{"name":"Kalter Hali","is_ca":true},{"name":"Matthew L. Raleigh","is_ca":true},{"name":"Christopher Del Balso","is_ca":true},{"name":"Mark MacLeod","is_ca":true},{"name":"David Sanders","is_ca":true},{"name":"Abdel‐Rahman Lawendy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0625728965998982,"gpt":0.4091946314343137,"spread":0.3466217348344155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273491,0.0001584681,0.0004813764,0.0002387467,0.00005571496,0.00008133116,0.000129302,0.00008006865,0.0003865802],"category_scores_gemma":[0.0009287514,0.00009840957,0.0003334456,0.00009343978,0.00006887067,0.0003310229,0.00005349627,0.0003764982,0.000003314943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408686,"about_ca_system_score_gemma":0.0002160043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004371923,"about_ca_topic_score_gemma":0.000008381983,"domain_scores_codex":[0.9982666,0.0002208137,0.0006100537,0.0002217053,0.0005205594,0.000160209],"domain_scores_gemma":[0.9975061,0.001613442,0.0003491808,0.00007731421,0.0002793855,0.0001745798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01447591,0.003165466,0.6642197,0.0005739911,0.01699256,0.123914,0.008008488,0.0005188541,0.001718955,0.005184522,0.008437196,0.1527904],"study_design_scores_gemma":[0.01459066,0.005351931,0.7881333,0.0006235878,0.005776838,0.003893987,0.002800969,0.008319683,0.0005539448,0.009968432,0.159407,0.0005796345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845597,0.0004191051,0.009427483,0.003411359,0.001299267,0.0003327507,0.00008800562,0.00002200323,0.0004403941],"genre_scores_gemma":[0.9957313,0.0003949631,0.003074146,0.0003024215,0.0002333978,0.00001036739,0.00003811467,0.00001356144,0.0002017229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522108,"threshold_uncertainty_score":0.4232782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404115737","doi":"10.1155/2024/7887845","title":"Translation and Cross‐Cultural Adaptation of the Toronto Extremity Salvage Score (TESS) for Latin American Spanish–Speaking Patients With Limb Sarcoma","year":2024,"lang":"en","type":"article","venue":"International Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Latin Americans; Adaptation (eye); Medicine; Sarcoma; Translation (biology); Linguistics; Psychology; Biology","authors":[{"name":"Oscar Ceballos","is_ca":false},{"name":"Jorge Cabrolier","is_ca":false},{"name":"Begoña Chehade","is_ca":false},{"name":"Francisco Hardoy","is_ca":false},{"name":"Francisco Cortes Fernandes","is_ca":false},{"name":"Ricardo Tolosa","is_ca":false},{"name":"Orlando Wevar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04306637781844398,"gpt":0.3511382948380805,"spread":0.3080719170196365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001488336,0.00008878331,0.0002494011,0.00004386988,0.00003142385,0.00003368757,0.00008147686,0.00004443537,0.00004282442],"category_scores_gemma":[0.0000419548,0.00004731624,0.0001469047,0.00005685076,0.0001500889,0.000197789,0.00001680705,0.0001088068,3.418206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718301,"about_ca_system_score_gemma":0.00009911204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001690881,"about_ca_topic_score_gemma":0.0003164448,"domain_scores_codex":[0.9990355,0.00004719539,0.000369888,0.0001118993,0.0003475719,0.00008796799],"domain_scores_gemma":[0.998572,0.0005184012,0.0002778821,0.00004692455,0.0005297319,0.00005506573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001740889,0.0004670121,0.4920675,0.00001917642,0.0002680677,0.0001145963,0.0006119948,0.00005254458,0.00009530119,0.0005359545,0.00003656643,0.5039904],"study_design_scores_gemma":[0.00483179,0.001783328,0.9558941,0.0003260506,0.0002011346,0.0002680359,0.0002653665,0.001473235,0.0001967749,0.00009317115,0.03459783,0.000069241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945447,0.001510961,0.00033754,0.002439854,0.0003619168,0.0002086622,0.00002687689,0.000006233241,0.0005632229],"genre_scores_gemma":[0.9974664,0.0002629402,0.00193201,0.00007424925,0.0002145429,0.000008038342,0.00001685586,0.00000911919,0.00001579812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5039211,"threshold_uncertainty_score":0.19295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}