{"id":"W1994944692","doi":"10.1186/1471-2407-14-537","title":"Evaluating the impact of public health initiatives on trends in fecal occult blood test participation in Ontario","year":2014,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Public Health Ontario; University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute; Cancer Care Ontario","keywords":"Medicine; Fecal occult blood; Public health; Randomized controlled trial; Test (biology); Quarter (Canadian coin); Demography; Health care; Colorectal cancer; Gerontology; Health policy; Health services research; Incentive; Surgery; Political science; Nursing; Cancer; Geography; Internal medicine; Colonoscopy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009775689,0.0000868069,0.0002113208,0.0001910244,0.00003590185,0.00001035077,0.00003628921,0.00004016786,0.0001654055],"category_scores_gemma":[0.0005287554,0.00005761053,0.00006603228,0.0004428871,0.00003013166,0.00006558889,0.00001139578,0.0002253741,0.000001208483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007820053,"about_ca_system_score_gemma":0.0007378092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2034057,"about_ca_topic_score_gemma":0.7106141,"domain_scores_codex":[0.9989491,0.0002047437,0.0002630578,0.0001625995,0.0002090021,0.00021149],"domain_scores_gemma":[0.9993482,0.0002595932,0.0001384915,0.0001371782,0.0000529665,0.0000635523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006402815,0.0002247905,0.9189771,0.00001383683,0.0000127802,2.457489e-7,0.002842386,0.002071333,0.0002336505,0.00001492111,0.0000240441,0.0749446],"study_design_scores_gemma":[0.001868837,0.006754936,0.9791291,0.000142902,0.00001294107,0.000001701141,0.00007111154,0.01167065,0.0002591194,0.00001404602,0.00002190949,0.00005269594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970329,0.00009311656,0.00005854315,0.0003333951,0.00005597598,0.0001641243,0.000003773236,0.00001443728,0.002243775],"genre_scores_gemma":[0.9994808,0.000005676425,0.0000720203,0.0001195087,0.00008073966,0.0001168146,0.000009025112,0.000007551474,0.0001078206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5072085,"threshold_uncertainty_score":0.8018989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2389030587187788,"score_gpt":0.4761568761294259,"score_spread":0.2372538174106471,"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."}}