{"id":"W4377086885","doi":"10.1016/j.jogc.2023.05.016","title":"Predictive Factors for Morcellation during Total Laparoscopic Hysterectomy: A Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; Université Laval","funders":"","keywords":"Medicine; Uterine leiomyoma; Hysterectomy; Leiomyoma; Pelvic pain; Retrospective cohort study; Laparoscopy; Uterus; Cohort; Uterine myomectomy; Magnetic resonance imaging; Surgery; Obstetrics; Gynecology; Myoma; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006091697,0.0004421487,0.0005420609,0.0007293046,0.001511357,0.001356124,0.0009172282,0.001346185,0.002869832],"category_scores_gemma":[0.003355251,0.000985104,0.001277438,0.001542402,0.0005388909,0.0009115461,0.0007437096,0.002039575,0.0003911009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009612711,"about_ca_system_score_gemma":0.001824678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05723025,"about_ca_topic_score_gemma":0.05914798,"domain_scores_codex":[0.9991769,0.0001140367,0.0000627776,0.0002447711,0.0001230153,0.0002784824],"domain_scores_gemma":[0.997425,0.0004054662,0.0008585029,0.0003675497,0.0002883168,0.0006552663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001920562,0.00008254496,0.9987362,0.00000508256,0.00008315105,0.0001066459,0.0001434807,0.00001385925,0.0001733032,0.0000134351,0.0001123564,0.0003379401],"study_design_scores_gemma":[0.00001593457,0.0001530061,0.9985785,0.000007559005,0.0000656557,0.0002785261,0.0006159531,0.00009773254,0.00002400678,0.00001611579,0.0001375086,0.000009569083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989948,0.0001935138,0.00005448726,0.00005006215,0.00001616926,0.00001421203,0.0003897415,0.000002083029,0.0002850342],"genre_scores_gemma":[0.9989873,0.0001882036,0.00006848783,0.00004601421,0.00002056066,0.00001739244,0.0003564481,0.000004845696,0.000310791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05723025,"threshold_uncertainty_score":0.1137943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428030108710976,"score_gpt":0.2540265025745983,"score_spread":0.2397462014874885,"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."}}