{"id":"W2978721917","doi":"10.1002/cam4.2541","title":"Fecal occult blood test screening uptake among immigrants from Muslim majority countries: A retrospective cohort study in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; Toronto Metropolitan University; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario","keywords":"Immigration; Medicine; Fecal occult blood; Occult; Retrospective cohort study; Test (biology); Cohort; Feces; Cohort study; Family medicine; Internal medicine; Demography; Political science; Biology; Pathology; Alternative medicine; Cancer; Colorectal cancer; Colonoscopy; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000524065,0.0003636453,0.001064807,0.0001699266,0.0001092304,0.00001679496,0.0001585505,0.0001507888,0.00237803],"category_scores_gemma":[0.0003207887,0.000309548,0.0000662553,0.0005668248,0.0001284441,0.0001169827,0.00005699455,0.000968317,0.000006466372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002516484,"about_ca_system_score_gemma":0.001517115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991189,"about_ca_topic_score_gemma":0.9995372,"domain_scores_codex":[0.9968672,0.00005697973,0.0005957903,0.0008390013,0.001134321,0.0005067252],"domain_scores_gemma":[0.9984697,0.0002000567,0.0002092584,0.0005214434,0.0002970779,0.0003025286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470262,0.0001453467,0.9929177,0.00002492862,0.0002981436,0.0002660611,0.003192934,0.00001485186,0.0001927603,5.880757e-7,0.00110136,0.0003750919],"study_design_scores_gemma":[0.009372584,0.003231138,0.9803498,0.0008185906,0.0006254866,0.00001784839,0.003775087,0.000315501,0.0001726532,0.000005725619,0.001027217,0.0002883112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941673,0.0006354785,0.00001831227,0.0004296073,0.001237942,0.001897769,0.00007876308,0.00008719764,0.001447651],"genre_scores_gemma":[0.9971661,0.00005023265,0.00003204566,0.000704787,0.000601655,0.0002112819,0.00007184224,0.00003879087,0.001123256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256782,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144569516796238,"score_gpt":0.2480807561299687,"score_spread":0.2366350609620063,"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."}}