{"id":"W2131731347","doi":"10.7314/apjcp.2012.13.8.3809","title":"Colorectal Cancer in the Kingdom of Saudi Arabia: Need for Screening","year":2012,"lang":"en","type":"article","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Incidence (geometry); Colorectal cancer; Epidemiology; Cancer registry; Cancer; Logistic regression; Disease; Population; Adenocarcinoma; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225584,0.0001188129,0.0003459745,0.0002195537,0.00006058449,0.00001400023,0.00009624857,0.00009079869,0.00006284464],"category_scores_gemma":[0.00009130252,0.00008622525,0.000273422,0.0003839459,0.00004857583,0.0002438755,0.00001032111,0.0002950308,3.775037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721844,"about_ca_system_score_gemma":0.0001732364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001632963,"about_ca_topic_score_gemma":0.0002745975,"domain_scores_codex":[0.9986178,0.0001163045,0.0005350541,0.0001021457,0.0003720143,0.0002566997],"domain_scores_gemma":[0.9989029,0.00008301734,0.0006058867,0.000100778,0.0002266079,0.0000808579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01792991,0.0005078141,0.28176,0.0004090971,0.0005601082,0.000008524616,0.006849754,0.0003639663,0.0268591,0.0002216692,0.002137033,0.662393],"study_design_scores_gemma":[0.007120629,0.004865866,0.937445,0.002304294,0.0008281878,0.0003850652,0.007493645,0.0004416888,0.02913854,0.0006318018,0.00907443,0.0002708625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742748,0.005830085,0.01479217,0.00179317,0.001086163,0.0006538625,0.00001454829,0.00001117244,0.001543996],"genre_scores_gemma":[0.9977152,0.0001860985,0.0009926297,0.00003470271,0.0008715836,0.00007685729,0.000002788926,0.00001626779,0.000103812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6621221,"threshold_uncertainty_score":0.3516164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962813084935448,"score_gpt":0.3304881311499656,"score_spread":0.3008600003006111,"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."}}