{"id":"W2050573111","doi":"10.1016/j.ygyno.2012.08.038","title":"Five-year trends in mortality indices among gynecological cancer patients in Canada","year":2012,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Mortality rate; Cervical cancer; Cancer; Cause of death; Ovarian cancer; Demography; Population; Epithelial ovarian cancer; Gynecology; Obstetrics; Internal medicine; Disease; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003600412,0.0002424297,0.0007576832,0.0002350883,0.00004573308,0.000005702684,0.0001328924,0.0003133356,0.005051165],"category_scores_gemma":[0.0002175736,0.0001879395,0.00007449463,0.0005023671,0.0001064579,0.0001166663,0.00009546119,0.0004031232,0.00002312915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007431452,"about_ca_system_score_gemma":0.001257143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7904351,"about_ca_topic_score_gemma":0.9887664,"domain_scores_codex":[0.9977227,0.000228367,0.0005306493,0.000417953,0.0002458929,0.0008544138],"domain_scores_gemma":[0.9987604,0.0004851296,0.0001995003,0.0002218514,0.00004671116,0.000286407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006701524,0.002226024,0.964284,0.00001452461,0.00006960743,0.0002421476,0.0002100662,0.00003128534,0.000001276914,0.0000718986,0.002905306,0.02987685],"study_design_scores_gemma":[0.004590433,0.0008759559,0.9883362,0.00001907469,0.00008592144,0.000002430286,0.0002933336,0.00002014005,0.00002733001,0.00002911033,0.005538706,0.0001813866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841957,0.0003132032,1.033255e-7,0.001201497,0.001079685,0.0004773707,0.00004445003,0.00002173925,0.01266626],"genre_scores_gemma":[0.9972171,0.0002620081,0.00008100105,0.001430804,0.0001205944,0.0005993185,0.00007857891,0.00001367695,0.0001968989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983312,"threshold_uncertainty_score":0.9963788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805057492917166,"score_gpt":0.3255566707678005,"score_spread":0.2975060958386289,"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."}}