{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009303858,0.0002366501,0.001992588,0.0002063894,0.0000292494,0.000001204705,0.00008697374,0.0001148589,0.000780933],"category_scores_gemma":[0.0001942229,0.0001751947,0.0004246767,0.0001208914,0.0000794395,0.00000656477,0.00006887398,0.0001184923,0.000002439696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240649,"about_ca_system_score_gemma":0.0005164424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005869631,"about_ca_topic_score_gemma":0.000005002799,"domain_scores_codex":[0.9979431,0.0005008292,0.0008458937,0.0002940003,0.0002322002,0.0001839982],"domain_scores_gemma":[0.9980596,0.0004690616,0.0009006211,0.0003937335,0.0001304708,0.0000465575],"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":[0.0001470447,0.0003564191,0.0003481906,0.01936927,0.003253862,0.00003579548,0.00003509963,0.000006077528,0.000005949928,0.0001928218,0.001596238,0.9746532],"study_design_scores_gemma":[0.002703165,0.001800899,0.0001041084,0.0005709173,0.007055127,0.0004400901,0.00001237506,0.00008952207,0.000007386611,0.0001029625,0.9870099,0.0001035124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002218135,0.992959,0.0000794799,0.00005217841,0.0003137889,0.002775475,0.001312834,0.00001247003,0.0002766961],"genre_scores_gemma":[0.0005038555,0.9941468,0.003055558,0.000006646819,0.00007275549,0.0008095378,0.001108726,0.0000336353,0.0002625478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854137,"threshold_uncertainty_score":0.8550669,"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."}}