{"id":"W4323353355","doi":"10.1093/jcag/gwac036.157","title":"A157 FIT-POSITIVE COLONOSCOPY FINDINGS IN NOVA SCOTIA STRATIFIED BY SEX, RACE, AND REGIONAL POPULATION DENSITY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Colonoscopy; Medicine; Demography; Population; Colorectal cancer; Socioeconomic status; Ethnic group; Cancer; Gerontology; Internal medicine; 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":[0.0002965587,0.0002413881,0.0003220976,0.0009537315,0.0007370239,0.0006784193,0.000466461,0.0002991497,0.002690655],"category_scores_gemma":[0.001379254,0.0003839409,0.0004020076,0.001407458,0.000342033,0.0002008063,0.0007891866,0.0002994182,0.0003845132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002108202,"about_ca_system_score_gemma":0.002859541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6623427,"about_ca_topic_score_gemma":0.7112277,"domain_scores_codex":[0.9994314,0.00003785982,0.00006539757,0.0001525136,0.0001361704,0.0001766187],"domain_scores_gemma":[0.9984487,0.00009210024,0.0007151862,0.0001010503,0.0003367801,0.000306014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001738275,0.00000493191,0.9994656,0.000006469051,0.00001066652,0.00004900158,0.00003651699,0.00001663788,0.00005975615,0.000004730769,0.0001375642,0.0001907243],"study_design_scores_gemma":[0.000001700246,0.00001236747,0.9995603,0.000006808062,0.000008550681,0.0001007753,0.0001376556,0.00006119571,0.00001717772,0.000002090191,0.00008996714,0.000001398414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940387,0.0001490627,0.00006486203,0.0000419977,0.000009865695,0.00003536554,0.004650883,0.000006158411,0.001003099],"genre_scores_gemma":[0.9979139,0.00008683082,0.00005454106,0.00003417574,0.000005234347,0.00002006907,0.001394529,0.000001725183,0.0004890435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3376573,"threshold_uncertainty_score":0.6792916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373384033446943,"score_gpt":0.2568785926334348,"score_spread":0.2431447522989653,"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."}}