{"id":"W2810239069","doi":"10.1158/1078-0432.ccr-18-0784","title":"Consensus on Molecular Subtypes of High-Grade Serous Ovarian Carcinoma","year":2018,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto; Princess Margaret Cancer Centre","funders":"National Cancer Institute; American Association for Cancer Research","keywords":"Ovarian carcinoma; Serous fluid; Serous carcinoma; Medicine; Carcinoma; Oncology; Ovarian cancer; Pathology; Internal medicine; Cancer","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":[0.01542937,0.0006482351,0.001834061,0.002284784,0.0007943878,0.002302172,0.001811487,0.001130695,0.001034165],"category_scores_gemma":[0.0424415,0.0003892169,0.002803189,0.00165938,0.0004841323,0.000909107,0.001216966,0.00146111,0.0004068041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009677523,"about_ca_system_score_gemma":0.002039592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003942369,"about_ca_topic_score_gemma":0.005503553,"domain_scores_codex":[0.9909143,0.002788172,0.0009780335,0.002381719,0.002628683,0.000309041],"domain_scores_gemma":[0.9724448,0.0127287,0.004132078,0.004039851,0.006146587,0.0005080269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278521,0.0001898732,0.7539594,0.002506942,0.01042771,0.0002510333,0.0004515829,0.0303142,0.009626164,0.001899778,0.01273624,0.174852],"study_design_scores_gemma":[0.001004834,0.000988766,0.6868275,0.001742458,0.01412228,0.001801391,0.0010141,0.226307,0.02751333,0.019516,0.01893622,0.0002260688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364875,0.01392462,0.1308351,0.001422182,0.0003132692,0.0006835599,0.01039801,0.0009154251,0.005020265],"genre_scores_gemma":[0.9601167,0.0007817198,0.02968758,0.0004121173,0.00009067135,0.0001676386,0.008243892,0.000114289,0.0003854056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01542937,"threshold_uncertainty_score":0.08159924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2172621175026226,"score_gpt":0.5089269287165084,"score_spread":0.2916648112138857,"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."}}