{"id":"W2893178393","doi":"10.1200/jco.2018.36.30_suppl.36","title":"Cancer survival outcomes in Ontario, Canada: Significant unexplained variation.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Cancer Care South East; Queen's University","funders":"","keywords":"Medicine; Cancer registry; Cancer; Colorectal cancer; Proportional hazards model; Cohort; Prostate cancer; Lung cancer; Breast cancer; Socioeconomic status; Demography; Internal medicine; Oncology; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001707147,0.0003863898,0.0004498441,0.001748593,0.002648831,0.001080381,0.001203563,0.0003198668,0.001931461],"category_scores_gemma":[0.004507965,0.0003044298,0.0007458154,0.007007676,0.0007945381,0.0003749532,0.0009742281,0.0004771306,0.0002116203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04897096,"about_ca_system_score_gemma":0.06576943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976414,"about_ca_topic_score_gemma":0.998455,"domain_scores_codex":[0.9983204,0.0001514993,0.0001450476,0.0002910917,0.0006666899,0.000425252],"domain_scores_gemma":[0.9954725,0.000337314,0.001137861,0.0001816634,0.002231608,0.0006390869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005185423,0.000009240882,0.9842185,0.0001028805,0.000105194,0.00007877029,0.0007462015,0.0002458035,0.00006504423,0.0002793576,0.006010052,0.008087015],"study_design_scores_gemma":[0.000006541126,0.000007471625,0.9961542,0.00005305986,0.0000455899,0.00003060569,0.0004390977,0.0003848962,0.00002225176,0.00007693058,0.002771676,0.000007618758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.893096,0.01047091,0.001481371,0.007413584,0.0001606498,0.0002435113,0.07280545,0.0001419196,0.01418652],"genre_scores_gemma":[0.9856836,0.001628696,0.0004702877,0.0003653309,0.00002711449,0.00006882728,0.009589682,0.00002336871,0.002143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897096,"threshold_uncertainty_score":0.3553108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3110344109453,"score_gpt":0.4971601772194292,"score_spread":0.1861257662741292,"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."}}