{"id":"W2802324884","doi":"10.1093/jnci/djy071","title":"Invasive Epithelial Ovarian Cancer Survival by Histotype and Disease Stage","year":2018,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":556,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"National Cancer Institute; National Institutes of Health; Huntsman Cancer Foundation; Calgary Laboratory Services","keywords":"Stage (stratigraphy); Ovarian cancer; Cancer; Disease; Oncology; Epithelial ovarian cancer; Medicine; Pathology; Internal medicine; Cancer research; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217937,0.0001373183,0.0002383939,0.00007539247,0.0001808935,0.00002919489,0.0001389655,0.00004609097,0.0004351233],"category_scores_gemma":[0.0002878947,0.00008710589,0.0001217051,0.0001629763,0.0002580742,0.0002168249,0.00004316313,0.0001833605,0.000005231789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008938555,"about_ca_system_score_gemma":0.00283803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020301,"about_ca_topic_score_gemma":0.0005721852,"domain_scores_codex":[0.9986077,0.00003742437,0.0003039785,0.0001601379,0.0007434746,0.0001472759],"domain_scores_gemma":[0.9984477,0.0000523797,0.0003184022,0.0001047172,0.0007945875,0.0002822696],"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":[0.007605892,0.001435674,0.4625138,0.0004002147,0.003597671,0.0002506644,0.001415645,0.0006946657,0.016559,0.01816194,0.4604242,0.02694066],"study_design_scores_gemma":[0.006177361,0.000338345,0.3364905,0.0005794534,0.0006494456,0.00005441927,0.00002159771,0.00005147615,0.006003207,0.001293005,0.6481273,0.0002138592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750482,0.009869252,0.0001815734,0.09497765,0.01328769,0.0006691542,0.002047784,0.00001950719,0.003899234],"genre_scores_gemma":[0.9890879,0.0013655,0.0001757605,0.003974779,0.003425435,0.00002672393,0.000006541779,0.00001571608,0.001921649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1877031,"threshold_uncertainty_score":0.5034544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06260176710256106,"score_gpt":0.3490630683967046,"score_spread":0.2864613012941436,"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."}}