{"id":"W2042543774","doi":"10.4021/gr2009.01.1256","title":"Colorectal Carcinoma Screening in Lagos, Nigeria, Are We Doing it Right?","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Family medicine; Demographics; Colorectal cancer screening; Disease; Colonoscopy; Cancer; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005135621,0.0001288049,0.0001282228,0.000483692,0.0007059063,0.0005032336,0.0001840903,0.0004186053,0.001303655],"category_scores_gemma":[0.001749551,0.0001758847,0.00007939088,0.0008673212,0.0003649115,0.0006871442,0.000312826,0.0004298458,0.0001342119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447254,"about_ca_system_score_gemma":0.001733073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422468,"about_ca_topic_score_gemma":0.03645913,"domain_scores_codex":[0.9997981,0.00006210207,0.00002937766,0.00002564126,0.00004250442,0.00004228157],"domain_scores_gemma":[0.999254,0.000177488,0.0003071315,0.000008630152,0.00006884493,0.0001839175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007381123,0.0001334525,0.9617001,0.0006638654,0.000009186424,0.002579492,0.004918281,0.00004130882,0.0006730254,0.0001471772,0.001719595,0.02734067],"study_design_scores_gemma":[0.00002056114,0.0002951747,0.9422581,0.001813138,0.00003115991,0.005868743,0.04181457,0.0001441762,0.0001395824,0.000183761,0.007419113,0.0000119968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800285,0.01162172,0.00006194592,0.005848633,0.0001108594,0.00002896494,0.0001607859,0.000004081143,0.002134626],"genre_scores_gemma":[0.9805423,0.01749224,0.0002338951,0.001046967,0.0000594307,0.0000177512,0.00008642227,0.00000128215,0.000519816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422468,"threshold_uncertainty_score":0.02828377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384654989499565,"score_gpt":0.3543375666372653,"score_spread":0.3004910167422696,"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."}}