{"id":"W1989554642","doi":"10.4236/ojpm.2014.46051","title":"Predictors of Low Colorectal Cancer Screening in an Urban Academic Family Practice","year":2014,"lang":"en","type":"article","venue":"Open Journal of Preventive Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Fecal occult blood; Colonoscopy; Colorectal cancer screening; Psychological intervention; Family history; Population; Cancer screening; Cancer; Internal medicine; Demography; Family medicine; Environmental health; Psychiatry","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":[0.003328484,0.0001778331,0.0007877568,0.0003654813,0.00004804979,0.00001217621,0.0003582618,0.0001276526,0.0001173904],"category_scores_gemma":[0.001798403,0.0001342778,0.00009258324,0.0005322808,0.0001756834,0.0007241786,0.00009623061,0.0008946928,9.663081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294391,"about_ca_system_score_gemma":0.0002718907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005003984,"about_ca_topic_score_gemma":0.00009461485,"domain_scores_codex":[0.9974654,0.0004873931,0.0009334636,0.0002306568,0.0006533315,0.0002297649],"domain_scores_gemma":[0.9974341,0.0003626535,0.001105402,0.0001596331,0.0006761951,0.0002619819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05141567,0.0006627894,0.676041,0.0002614759,0.0007471162,0.0001524373,0.008516383,0.0003711589,0.1078289,0.00009174319,0.00552901,0.1483823],"study_design_scores_gemma":[0.01375777,0.0283593,0.9187442,0.00787222,0.0008262112,0.0004680434,0.004781235,0.001495258,0.01634715,0.0001180155,0.006968361,0.0002622291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881474,0.002101791,0.004011572,0.001234688,0.0006739869,0.0005169736,0.000003752921,0.000009288585,0.003300551],"genre_scores_gemma":[0.9965464,0.0002914527,0.001502871,0.0003292738,0.001055711,0.0000161814,0.0000046592,0.00002419946,0.0002292817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2427032,"threshold_uncertainty_score":0.547569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374718873865009,"score_gpt":0.3670724341761331,"score_spread":0.333325245437483,"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."}}