{"id":"W3151420426","doi":"10.1002/cncr.33542","title":"Relationships between highly recurrent tumor suppressor alterations in 489 leiomyosarcomas","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health; Sarcoma Alliance for Research through Collaboration","keywords":"PTEN; Leiomyosarcoma; Immunohistochemistry; CDKN2A; Tissue microarray; Cancer research; Medicine; Pathology; Biology; PI3K/AKT/mTOR pathway; Oncology; Internal medicine; Cancer; Signal transduction","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":[0.0003372064,0.0001566597,0.0002069879,0.0009511826,0.0001927462,0.0002115727,0.0001864944,0.0001936243,0.001666133],"category_scores_gemma":[0.001065233,0.0001147926,0.0001573555,0.00040294,0.000291013,0.0001540707,0.0002876738,0.0001570078,0.0002749565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655939,"about_ca_system_score_gemma":0.0001015056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004650975,"about_ca_topic_score_gemma":0.0008772806,"domain_scores_codex":[0.9996912,0.00004244932,0.00004349006,0.0000749084,0.00009552838,0.00005233315],"domain_scores_gemma":[0.9990134,0.0002526522,0.0004316641,0.00007866834,0.0001165332,0.0001069056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006637355,0.00002959688,0.9327967,0.00004340737,0.00006861285,0.002329605,0.000178965,0.0001225495,0.05466631,0.00005944253,0.00009118055,0.008950018],"study_design_scores_gemma":[0.00001039514,0.0002073637,0.978223,0.000004735745,0.00006329629,0.01031533,0.0001521179,0.00041779,0.009964412,0.00007399973,0.0005629385,0.000004873797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994664,0.0001591602,0.0001221143,0.000005511914,6.964016e-7,0.000003145081,0.00005108207,0.000005963257,0.0001858756],"genre_scores_gemma":[0.9996543,0.00004620905,0.00009607704,0.000003158439,0.000002253036,0.000005849095,0.000111005,0.00000194975,0.00007918646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001666133,"threshold_uncertainty_score":0.00557375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599009132895993,"score_gpt":0.334069705548435,"score_spread":0.2680796142194751,"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."}}