{"id":"W2896795913","doi":"10.1016/j.jogc.2018.02.005","title":"Occult Leiomyosarcomas in a Canadian Province: A Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"Allergan; U.S. Food and Drug Administration; Bayer HealthCare","keywords":"Medicine; Leiomyosarcoma; Retrospective cohort study; Occult; Hysterectomy; Population; Uterine sarcoma; Leiomyoma; Cohort; Medical record; Obstetrics; Gynecology; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000701144,0.0009661291,0.0010726,0.003239844,0.006039745,0.002442835,0.002212513,0.00126173,0.003714652],"category_scores_gemma":[0.002414617,0.001593758,0.001153653,0.00837608,0.001526378,0.0008888566,0.001488494,0.001565697,0.0005586783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02034168,"about_ca_system_score_gemma":0.03339317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753307,"about_ca_topic_score_gemma":0.9832772,"domain_scores_codex":[0.9981846,0.00009570834,0.0001070173,0.0003886593,0.0004149213,0.0008091268],"domain_scores_gemma":[0.9972336,0.0001332353,0.0005822286,0.0001859245,0.00108524,0.0007797985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007421871,0.00004286178,0.9965359,0.00003424527,0.0001080774,0.0004227845,0.0007703893,0.00004105664,0.000189676,0.00008022095,0.00080323,0.0008974588],"study_design_scores_gemma":[0.00002168147,0.00006029217,0.9940064,0.00006833314,0.0001284702,0.0006527026,0.003605886,0.000181077,0.00004108041,0.00004439488,0.001152797,0.00003684054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927211,0.000986019,0.0001639637,0.0002950716,0.00002776088,0.00008112619,0.003933524,0.00001452223,0.001776756],"genre_scores_gemma":[0.9966041,0.0007102949,0.0002003595,0.0001920881,0.00001738127,0.0000386629,0.001507348,0.00001087429,0.0007189569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02466935,"threshold_uncertainty_score":0.1475899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008815272344707345,"score_gpt":0.2463855524067753,"score_spread":0.237570280062068,"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."}}