{"id":"W1972275697","doi":"10.1158/1078-0432.ovca13-a18","title":"Abstract A18: Defining ovarian mucinous tumors: Cancer genes and heterogeneity","year":2013,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"KRAS; CDKN2A; PTEN; Cancer research; Neuroblastoma RAS viral oncogene homolog; Ovarian cancer; Biology; Mucinous carcinoma; Genetic heterogeneity; Cancer; Mutation; Pathology; Gene; Adenocarcinoma; Medicine; Genetics; Phenotype; PI3K/AKT/mTOR pathway","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":[0.0005266989,0.0003216376,0.0003277233,0.003058501,0.0002843156,0.0008711091,0.0003897655,0.0004121448,0.002252293],"category_scores_gemma":[0.001281932,0.0001156078,0.0002005946,0.002225932,0.0005563595,0.0005960864,0.0006963803,0.000300242,0.0005142826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375746,"about_ca_system_score_gemma":0.0002578217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008383,"about_ca_topic_score_gemma":0.0005181795,"domain_scores_codex":[0.9997202,0.00004418404,0.00005109811,0.00005978637,0.00007241073,0.00005232858],"domain_scores_gemma":[0.9989962,0.0002878021,0.0003409013,0.0000470344,0.0001771336,0.0001509348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008679616,0.00004785394,0.8142902,0.0007206567,0.0001003791,0.007084579,0.0005408793,0.0003703763,0.1207031,0.001167165,0.001780858,0.052326],"study_design_scores_gemma":[0.0000346962,0.000403337,0.8915981,0.000154796,0.0001613856,0.05425698,0.001077264,0.001219566,0.02342324,0.001924986,0.02572356,0.00002207226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9877937,0.00561687,0.00184897,0.000253583,0.00003005374,0.00006286881,0.001040945,0.00005746537,0.003295641],"genre_scores_gemma":[0.9932005,0.001224058,0.003484217,0.00007745378,0.00007584097,0.00003810622,0.001260948,0.00002465208,0.0006141025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003058501,"threshold_uncertainty_score":0.007534623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2440549968716997,"score_gpt":0.5141800381400699,"score_spread":0.2701250412683702,"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."}}