{"id":"W2893974196","doi":"10.1200/jgo.18.20300","title":"The OncoSim Cancer Simulation Platform: A Tool to Project the Population Effects of Cancer Control Interventions in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Psychological intervention; Cancer; Cancer prevention; Population; Cancer registry; Environmental health; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0005146548,0.0000910496,0.0003557915,0.00004207355,0.00009164896,0.00001030149,0.0001640013,0.00006006569,0.00001927492],"category_scores_gemma":[0.0005349023,0.00004996943,0.0001238755,0.0003740964,0.00005290645,0.00009825289,0.00002696972,0.0001875104,7.267148e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004325364,"about_ca_system_score_gemma":0.003321148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7239259,"about_ca_topic_score_gemma":0.9725578,"domain_scores_codex":[0.9985577,0.0001044822,0.0006650936,0.00008678106,0.0003668975,0.0002190767],"domain_scores_gemma":[0.9984597,0.0003179372,0.0005536401,0.0001137198,0.0004906163,0.00006439829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003839049,0.00008483697,0.8138837,0.00008666518,0.0002810147,0.00008225124,0.0002663666,0.01694005,0.0002254016,0.0002666863,0.009588989,0.154455],"study_design_scores_gemma":[0.002558194,0.002074243,0.9771856,0.00085374,0.0002445174,0.00005686547,0.0003094967,0.002996623,0.00006761844,0.0001457347,0.0134402,0.0000671397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910814,0.001702492,0.0004007779,0.004852476,0.001122403,0.0005984437,0.00001558338,0.000002421063,0.000224003],"genre_scores_gemma":[0.9977314,0.00008962093,0.00008502215,0.001609867,0.0004314071,0.00002816347,5.76004e-7,0.000004287705,0.00001958668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486319,"threshold_uncertainty_score":0.9994969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06330417577204905,"score_gpt":0.4429040898176492,"score_spread":0.3795999140456001,"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."}}