{"id":"W1987085807","doi":"10.1158/1078-0432.ccr-14-3141","title":"Clinically Relevant Molecular Subtypes in Leiomyosarcoma","year":2015,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital","funders":"National Cancer Institute","keywords":"Leiomyosarcoma; Immunohistochemistry; Cancer; Tissue microarray; Biology; Pathology; Medicine; Oncology; Cancer research; 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":[0.004162314,0.0001308966,0.0005014624,0.0001753835,0.00003435222,0.00002650767,0.0002195251,0.0001937252,0.0001985092],"category_scores_gemma":[0.002445798,0.00009965097,0.0001568531,0.0005260926,0.0003396788,0.00005288991,0.0002489949,0.0009990196,0.0004191064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164312,"about_ca_system_score_gemma":0.001036629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007176151,"about_ca_topic_score_gemma":0.0001717967,"domain_scores_codex":[0.9967394,0.0004936658,0.000825468,0.0005335665,0.0008425393,0.0005653008],"domain_scores_gemma":[0.9976686,0.0005681051,0.00005865077,0.0005858618,0.0004557889,0.0006629645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002803191,0.001184452,0.9477661,0.00004098342,0.00009646037,0.002470224,0.00006741811,0.000002855057,0.0002151146,0.0004594105,0.006256092,0.03863774],"study_design_scores_gemma":[0.01770402,0.007223346,0.8079783,0.0004214743,0.00007110013,0.00005557335,0.000154316,0.0003614885,0.0007932049,0.004645092,0.16028,0.0003120908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781761,0.001379385,0.00001264754,0.01104892,0.0002726295,0.0005128252,0.000006352398,0.00003674062,0.008554354],"genre_scores_gemma":[0.9949811,0.0007328363,0.0009529516,0.0006681939,0.0003443363,0.000114762,0.00001236463,0.00003344607,0.00215999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540239,"threshold_uncertainty_score":0.5386905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3321692068341043,"score_gpt":0.5689218262367595,"score_spread":0.2367526194026552,"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."}}