{"id":"W2924667966","doi":"10.1097/aog.0000000000003181","title":"Hysterectomy Practice Patterns in the Postmorcellation Era","year":2019,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Abdominal hysterectomy; Quarter (Canadian coin); Hysterectomy; Food and drug administration; General surgery; Gynecology; Surgery; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717073,0.00006655473,0.0001095681,0.0008021524,0.0002435842,0.0003909417,0.0003545386,0.0002748343,0.001685583],"category_scores_gemma":[0.004998877,0.0001204222,0.0001901785,0.0009933984,0.0002376736,0.0006505025,0.0004805575,0.0002988999,0.0001881181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009047282,"about_ca_system_score_gemma":0.001099647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02248547,"about_ca_topic_score_gemma":0.03361049,"domain_scores_codex":[0.999328,0.0001285338,0.00009427921,0.0001576075,0.0001503268,0.0001413402],"domain_scores_gemma":[0.9968855,0.0005464609,0.001778519,0.000080078,0.0003400557,0.0003693384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004055427,0.00002527619,0.9939026,0.00002496935,0.00001692255,0.00006598981,0.0004880386,0.00008521541,0.0001225935,0.00004668417,0.0004679758,0.00471317],"study_design_scores_gemma":[0.000002327332,0.00004806805,0.99797,0.00001858498,0.000003832887,0.0001274438,0.000864042,0.0001501474,0.00006661449,0.00001196798,0.0007333796,0.000003378926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967505,0.0006634386,0.0001019282,0.0005272517,0.0000127007,0.00001214989,0.001029779,0.000008718474,0.0008936469],"genre_scores_gemma":[0.9982852,0.0004302599,0.0000943108,0.0001247172,0.00001720888,0.00001383693,0.000736024,0.000003254506,0.0002951439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248547,"threshold_uncertainty_score":0.04470915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189339443312806,"score_gpt":0.2706937055833032,"score_spread":0.2588003111501752,"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."}}