{"id":"W4301391971","doi":"10.1148/radiol.211658","title":"MRI Evaluation of Uterine Masses for Risk of Leiomyosarcoma: A Consensus Statement","year":2022,"lang":"en","type":"review","venue":"Radiology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Leiomyosarcoma; Leiomyoma; Hysterectomy; Gynecologic oncology; Uterine leiomyoma; Uterine myomectomy; Laparoscopy; Magnetic resonance imaging; Myoma; Radiology; General surgery; Gynecology; Surgery; Uterus; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007421365,0.001089683,0.002940105,0.006272624,0.0005576879,0.001681055,0.002865631,0.004068881,0.002699409],"category_scores_gemma":[0.01332588,0.0006195917,0.003079965,0.003999222,0.0009636359,0.002188934,0.001420634,0.003141081,0.0014906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498985,"about_ca_system_score_gemma":0.00884134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401099,"about_ca_topic_score_gemma":0.006227005,"domain_scores_codex":[0.9970334,0.0007020844,0.001158365,0.0002049759,0.0007794948,0.0001217208],"domain_scores_gemma":[0.9888554,0.004352694,0.002010162,0.0001895102,0.00422769,0.0003645229],"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":[0.000188315,0.00008802232,0.001131721,0.1138052,0.000637963,0.0004786163,0.0002597685,0.0004320276,0.001251942,0.003312497,0.1565063,0.7219077],"study_design_scores_gemma":[0.0001736852,0.0001775257,0.004519104,0.2294678,0.002776954,0.002715986,0.0003195674,0.0002829039,0.0006728928,0.0046534,0.7541504,0.00008974446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002819255,0.9807541,0.0007657261,0.01297546,0.002712615,0.0002171901,0.0003500905,0.00002311999,0.001919672],"genre_scores_gemma":[0.002495838,0.9869121,0.002946883,0.004790445,0.001089787,0.0002527114,0.0006876709,0.000008094486,0.0008164663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007421365,"threshold_uncertainty_score":0.03924835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489468628946823,"score_gpt":0.4453471446197091,"score_spread":0.2964002817250269,"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."}}