{"id":"W4232790050","doi":"10.1016/j.ygyno.2020.05.477","title":"Predictors of Minimally Invasive Surgery for Uterine and Cervix Cancer from 2000 – 2017 in Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Hospital; Hamilton Health Sciences","funders":"","keywords":"Medicine; Invasive surgery; Cervix; Uterine cervix; Perioperative; Cancer; Gynecology; Cervical cancer; General surgery; Surgery; Internal medicine; Carcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696372,0.0002144381,0.0003299573,0.001365924,0.00165451,0.001185463,0.001511707,0.0006919575,0.00279333],"category_scores_gemma":[0.006826758,0.0004495431,0.0008214129,0.003474106,0.0005415322,0.0005240546,0.001106023,0.001339285,0.0002042721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04165571,"about_ca_system_score_gemma":0.1044007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964134,"about_ca_topic_score_gemma":0.9983838,"domain_scores_codex":[0.9981107,0.0001063128,0.0002091526,0.0002018982,0.0006497217,0.000722173],"domain_scores_gemma":[0.99223,0.0004316455,0.001854782,0.0001384724,0.00340261,0.001942454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005268051,0.00002725361,0.9791135,0.0001249387,0.00006778551,0.0001016783,0.0007070549,0.0002658791,0.00009375682,0.0003123076,0.01248773,0.006645452],"study_design_scores_gemma":[0.000008030231,0.00001119314,0.9920388,0.0001868605,0.00003772507,0.00007524352,0.001429186,0.0003765058,0.00004913093,0.00003446466,0.005739005,0.00001387792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081795,0.006975665,0.0006018293,0.01654181,0.0003457139,0.0001920402,0.04644146,0.0001051604,0.0206168],"genre_scores_gemma":[0.9837284,0.002757502,0.0005933602,0.001115078,0.00005560906,0.00006551069,0.007853435,0.00002125788,0.0038099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04165571,"threshold_uncertainty_score":0.3022347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967035764584159,"score_gpt":0.4199469549658884,"score_spread":0.2232433785074725,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}