{"id":"W4406972991","doi":"10.1097/og9.0000000000000058","title":"Hereditary Leiomyomatosis and Renal Cell Cancer in a Patient With Isolated Uterine Leiomyomas","year":2025,"lang":"en","type":"article","venue":"O&G Open","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Leiomyomatosis; Uterine leiomyoma; Medicine; Leiomyoma; Pathology","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":[0.0000642725,0.0001794764,0.0003459642,0.0001423331,0.0000441601,0.00004476111,0.0001142178,0.00005837635,0.0002517284],"category_scores_gemma":[0.000003004382,0.000128743,0.00002698513,0.0003360324,0.00004281014,0.0001094155,0.0002340181,0.0001249945,0.000008823722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736388,"about_ca_system_score_gemma":0.0001948197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860019,"about_ca_topic_score_gemma":0.0009518155,"domain_scores_codex":[0.999029,0.00003597173,0.0002226168,0.0003484344,0.0001420529,0.0002219464],"domain_scores_gemma":[0.9994818,0.00002466888,0.00005386532,0.0002864414,0.00004827326,0.0001049389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01392781,0.002740129,0.7205614,0.001643597,0.001391348,0.01927316,0.003208323,0.0002001647,0.09299785,0.0002117013,0.02114707,0.1226974],"study_design_scores_gemma":[0.02416932,0.006292903,0.7353697,0.003586187,0.0007688869,0.0009333384,0.0008441538,0.001477363,0.1779107,0.0001356546,0.0476253,0.0008864715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722428,0.001281936,0.00002178215,0.001614932,0.0000609477,0.001058886,0.00001802716,0.00002099205,0.02367968],"genre_scores_gemma":[0.9938287,0.0001088414,0.0008767532,0.000414819,0.00001982887,0.0002290495,0.00002258,0.00001933792,0.00448013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121811,"threshold_uncertainty_score":0.583522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264710680336653,"score_gpt":0.2781024458542856,"score_spread":0.2654553390509191,"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."}}