{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154972,0.000180007,0.0004231492,0.0007517324,0.0001981363,0.00003655934,0.0001819909,0.0001859227,0.0001516039],"category_scores_gemma":[0.0001265493,0.0001710474,0.000106551,0.0005597062,0.0001849137,0.0001020326,0.0001031434,0.00122128,0.00003455637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899993,"about_ca_system_score_gemma":0.00008109615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056132,"about_ca_topic_score_gemma":0.002167277,"domain_scores_codex":[0.9971436,0.0004226422,0.0003389033,0.0005331831,0.0005280058,0.001033621],"domain_scores_gemma":[0.9990879,0.0001155815,0.00006798122,0.0002937654,0.0001976874,0.0002370514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01886778,0.000173299,0.962596,0.0000290727,0.00002758816,0.0007388694,0.0004356834,0.00004271718,0.005580747,0.000009004347,0.002915986,0.008583253],"study_design_scores_gemma":[0.003074575,0.007728098,0.9830719,0.0002023893,0.00001063358,0.0006190317,0.0007724756,0.001067758,0.001712404,0.00007049707,0.001576668,0.00009351781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848044,0.0002297434,0.000643165,0.01136172,0.0001237874,0.0004220869,0.000004514376,0.00008124005,0.002329369],"genre_scores_gemma":[0.9976909,0.00004873243,0.0009330199,0.0006023634,0.0003035945,0.00005301885,0.00001228539,0.00001910485,0.0003370248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02047595,"threshold_uncertainty_score":0.6975111,"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."}}