{"id":"W3081537514","doi":"10.1158/1557-3265.ovca19-ia12","title":"Abstract IA12: The Ovarian Tumour Tissue Analysis Consortium: Stratified Prognosis of Ovarian Tumors (OTTA-SPOT) signature for high-grade serous ovarian cancer","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Serous fluid; Ovarian cancer; Medicine; Oncology; Serous ovarian cancer; Internal medicine; Survival analysis; Stage (stratigraphy); Cancer; Gene signature; Gene expression profiling; Cancer research; Gene; Pathology; Gene expression; Biology","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":[0.004626473,0.0005707518,0.001248079,0.002114449,0.0004038981,0.001164161,0.0007322197,0.0004474321,0.001329479],"category_scores_gemma":[0.006149596,0.0001944446,0.002918933,0.003694222,0.0002666021,0.000279154,0.0007870496,0.0004856338,0.0002205637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000660258,"about_ca_system_score_gemma":0.0008559639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083684,"about_ca_topic_score_gemma":0.00680867,"domain_scores_codex":[0.9979457,0.0007356168,0.0002050043,0.000556135,0.00043514,0.0001223404],"domain_scores_gemma":[0.9957706,0.001472589,0.001412189,0.0005185167,0.0005359281,0.0002900936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004216557,0.00004654861,0.9535739,0.0007987724,0.01839989,0.0001843555,0.00004610913,0.00214,0.004505616,0.0001143459,0.002217252,0.01375666],"study_design_scores_gemma":[0.0002627467,0.0004610671,0.9654812,0.000135813,0.02069325,0.0006177177,0.00008879613,0.006413847,0.002304964,0.0003432712,0.003156213,0.00004111712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583054,0.01406218,0.004522101,0.0006736822,0.0001117265,0.0001254949,0.02070988,0.0001298079,0.001359806],"genre_scores_gemma":[0.9884623,0.0007806813,0.0009973778,0.0001244239,0.00004917887,0.00007854948,0.009158526,0.00003527644,0.0003138128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006083684,"threshold_uncertainty_score":0.02446741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091101093548339,"score_gpt":0.4338333837737218,"score_spread":0.324723274418888,"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."}}