{"id":"W4405919630","doi":"10.5005/jp-journals-10018-1454","title":"Epidemiology of Rectal Cancer Patients in the Kingdom of Bahrain: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Euroasian Journal of Hepato-Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadore College","funders":"","keywords":"Epidemiology; Retrospective cohort study; Medicine; Colorectal cancer; Cohort; Cohort study; Cancer; General surgery; Internal medicine","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":[0.002059277,0.0001641759,0.0009095867,0.0004435319,0.00002553084,0.000002866956,0.0001905785,0.00007535567,0.00004776241],"category_scores_gemma":[0.0006157372,0.0001109653,0.0002498772,0.0003419791,0.0001670928,0.00007130168,0.00004489291,0.0007163259,9.442177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668451,"about_ca_system_score_gemma":0.0001002074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004370534,"about_ca_topic_score_gemma":0.0006870686,"domain_scores_codex":[0.9970641,0.0009864814,0.001077777,0.0002513707,0.0003292717,0.0002910575],"domain_scores_gemma":[0.9986257,0.000237852,0.0005757854,0.0001959393,0.0002893618,0.00007536631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009880131,0.0004390678,0.9866247,0.00005511535,0.0003177329,0.0001796364,0.001659574,0.00002165845,0.00004478442,0.00001503189,0.0001968688,0.000565719],"study_design_scores_gemma":[0.001890018,0.03581585,0.9605051,0.0002625851,0.0002144541,0.0005145093,0.0003715696,0.0002171988,0.00006098642,0.00006475231,0.000041586,0.00004140407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968956,0.0004605101,0.0002463282,0.0008636852,0.000911998,0.0004495388,0.00001697907,0.000009788638,0.0001456112],"genre_scores_gemma":[0.9993478,0.00006308065,0.0001102193,0.0002207852,0.0002095451,0.00001719827,0.000002450814,0.0000190762,0.000009811056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537678,"threshold_uncertainty_score":0.4525033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667629862562796,"score_gpt":0.3162911979131031,"score_spread":0.2896148992874751,"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."}}