{"id":"W2059093710","doi":"10.1017/s0266462313000044","title":"CANADIAN CANCER RISK MANAGEMENT MODEL: EVALUATION OF CANCER CONTROL","year":2013,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Cancer Care Ontario; Health Sciences Centre; University of Ottawa; Institute for Clinical Evaluative Sciences; Statistics Canada; University of Toronto; Hamilton Health Sciences; Juravinski Cancer Centre; Institute of Population and Public Health; McMaster University; Canadian Partnership Against Cancer; St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Health care; Population; Psychological intervention; Microsimulation; Earnings; Medicine; Revenue; Population health; Cancer; Business; Environmental health; Actuarial science; Economics; Nursing; Engineering; Economic growth; Finance; Transport engineering","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":[0.0007236808,0.00009546104,0.000293407,0.0009474872,0.0000370695,0.0000104524,0.0002891978,0.0001066229,0.0002694473],"category_scores_gemma":[0.00005720597,0.00008533771,0.00007130865,0.0002093471,0.00003838396,0.0001392026,0.00002777227,0.0004329643,0.000001465368],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113315,"about_ca_system_score_gemma":0.003116929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1341824,"about_ca_topic_score_gemma":0.08227838,"domain_scores_codex":[0.9979683,0.00005951107,0.0006918114,0.0001315523,0.0009255353,0.000223253],"domain_scores_gemma":[0.9966122,0.0000164119,0.0007053004,0.0001262485,0.00241354,0.0001263269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006041029,0.00003984616,0.6574767,0.00006640217,0.0003319188,0.00002878504,0.0001794643,0.04417519,0.00002934356,0.001440518,0.001027591,0.2951438],"study_design_scores_gemma":[0.01213199,0.0008165308,0.811871,0.004197218,0.0006058648,0.000125256,0.01245314,0.1438521,0.000248405,0.01013595,0.003267348,0.0002951867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237034,0.01415437,0.001145073,0.05771257,0.0008758738,0.0009103423,0.00009670421,0.00001537124,0.001386252],"genre_scores_gemma":[0.9921721,0.002649416,0.003730874,0.001234397,0.00007119776,0.0001123663,0.000006118283,0.000008646467,0.00001484692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2948486,"threshold_uncertainty_score":0.9987059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417694703353474,"score_gpt":0.4561862805098479,"score_spread":0.4144168101745005,"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."}}