{"id":"W2795906974","doi":"10.1097/igc.0000000000001244","title":"Examining Survival Outcomes of 852 Women With Advanced Ovarian Cancer","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; London Health Sciences Centre; CancerCare Manitoba","funders":"","keywords":"Medicine; Ovarian cancer; Cohort; Oncology; Cohort study; Cancer; Overall survival; Gynecology; Internal medicine; Obstetrics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002481248,0.0001584048,0.0005550355,0.0001267866,0.00003322881,0.00001831148,0.0002241858,0.00007321715,0.005435734],"category_scores_gemma":[0.0001797102,0.00009355712,0.00009004123,0.0001265004,0.0001716796,0.0001295583,0.00004794137,0.0001769953,0.000004981092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007751379,"about_ca_system_score_gemma":0.0004273485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008484246,"about_ca_topic_score_gemma":0.0001488701,"domain_scores_codex":[0.9983729,0.0000379287,0.0004959001,0.0001851417,0.0006835073,0.0002246209],"domain_scores_gemma":[0.9977334,0.0002523814,0.00053751,0.0001161398,0.001193776,0.00016685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002593483,0.0005637616,0.9025561,0.00001296039,0.001963878,0.000575815,0.0003571482,0.0001122899,0.0007513717,0.0003255536,0.0003257189,0.0898619],"study_design_scores_gemma":[0.00551822,0.003532296,0.9826624,0.0001971934,0.0001366381,0.00009207116,0.0002455676,0.00001160493,0.001661428,0.0001167347,0.005717231,0.0001085895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906885,0.0003984707,0.000139078,0.00476865,0.001712568,0.0001357646,0.00003694978,0.00001017055,0.002109867],"genre_scores_gemma":[0.9957911,0.0005476379,0.001553033,0.001055536,0.0006968916,0.00006109792,0.000001628993,0.00001522042,0.0002778533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08975331,"threshold_uncertainty_score":0.9954734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396397100379561,"score_gpt":0.3509442336207155,"score_spread":0.3069802626169199,"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."}}