{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055322,0.0002480136,0.0003775195,0.001097958,0.0003164637,0.0004778229,0.0003638243,0.0003463967,0.001370224],"category_scores_gemma":[0.002166024,0.0001410932,0.0004403802,0.0009308201,0.0003094846,0.0002151688,0.0004339427,0.0003210222,0.0003525509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874656,"about_ca_system_score_gemma":0.0004404845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222953,"about_ca_topic_score_gemma":0.002470031,"domain_scores_codex":[0.9993827,0.000108805,0.0001042173,0.0001688156,0.0001756792,0.00005961499],"domain_scores_gemma":[0.9990084,0.000288167,0.000415421,0.0001031739,0.0001166842,0.00006824816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007051934,0.00004542577,0.9497986,0.0002312199,0.0001566556,0.0004122448,0.000131403,0.0009666205,0.03057231,0.0001568796,0.0006868572,0.01613656],"study_design_scores_gemma":[0.00004566683,0.00009694211,0.9867951,0.00003906229,0.0001702655,0.002507871,0.0001589822,0.001696397,0.005705742,0.00053032,0.002240992,0.0000128456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941316,0.001644608,0.001329972,0.00009354171,0.000009530422,0.00006229718,0.001923101,0.00003793278,0.0007675078],"genre_scores_gemma":[0.9911456,0.0003853753,0.002260249,0.00005599272,0.00001335117,0.000118632,0.00572295,0.00001291982,0.0002849941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001370224,"threshold_uncertainty_score":0.005581081,"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."}}