{"id":"W2131593373","doi":"10.1158/1078-0432.ccr-08-0196","title":"Novel Molecular Subtypes of Serous and Endometrioid Ovarian Cancer Linked to Clinical Outcome","year":2008,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1511,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Serous fluid; Serous ovarian cancer; Ovarian cancer; Cancer; Medicine; Oncology; Ovary; Internal medicine; Biology; Cancer research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005023159,0.0002418834,0.0004309497,0.0006640358,0.000223744,0.0005373371,0.0002163511,0.0002624509,0.0005722983],"category_scores_gemma":[0.001352401,0.00008212418,0.000294662,0.0007699687,0.0002886007,0.0001820537,0.0002971103,0.0002663808,0.000152797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112064,"about_ca_system_score_gemma":0.0003517815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006581249,"about_ca_topic_score_gemma":0.0009461594,"domain_scores_codex":[0.9996601,0.00007098798,0.00004642829,0.000101739,0.00007238174,0.00004829505],"domain_scores_gemma":[0.999087,0.0001669902,0.0004923522,0.0000969985,0.00007785988,0.00007873688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006290158,0.00004060406,0.9766623,0.00005330152,0.00008769055,0.0001011093,0.00005591073,0.0003629669,0.01415638,0.00004788833,0.0001013713,0.007701437],"study_design_scores_gemma":[0.0000174494,0.0001166052,0.9951717,0.000007522921,0.00006741757,0.0006277082,0.0001099846,0.001426095,0.001943127,0.0001729261,0.0003342198,0.000005240143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985671,0.0002811262,0.0006099962,0.00002401576,0.000002722745,0.0000141126,0.000361229,0.000008144902,0.0001315035],"genre_scores_gemma":[0.9983083,0.00008309355,0.0007369797,0.00001195382,0.000007129264,0.00001658938,0.0007570867,0.000003149047,0.0000756747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006640358,"threshold_uncertainty_score":0.002656519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4324944750005766,"score_gpt":0.571834478133757,"score_spread":0.1393400031331804,"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."}}