{"id":"W2007746981","doi":"10.1503/cjs.021611","title":"Canadian Association of General Surgeons statement on endoscopy","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopy; Colonoscopy; Statement (logic); Public health; Therapeutic endoscopy; Health care; General surgery; Association (psychology); Surgeon general; Family medicine; Surgery; Nursing; Colorectal cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008336271,0.00008382326,0.0002963165,0.0008654208,0.00006396567,0.000009308554,0.00004263517,0.00007730901,0.0005611134],"category_scores_gemma":[0.0003384526,0.00008026382,0.0001690361,0.0002277836,0.00001873675,0.00006621278,0.000001609984,0.0001928609,0.000006024834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706572,"about_ca_system_score_gemma":0.00577245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6531134,"about_ca_topic_score_gemma":0.8528425,"domain_scores_codex":[0.998912,0.00005660425,0.0004323264,0.00007758616,0.0002136591,0.0003077622],"domain_scores_gemma":[0.9981669,0.0001012521,0.0003381664,0.00009822813,0.0003231724,0.000972345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004900048,0.0000197168,0.9454796,0.00002041082,0.0001634808,0.000400203,0.0004556945,0.000009744639,0.0002042553,0.00004888302,0.04698016,0.005727879],"study_design_scores_gemma":[0.0007102976,0.001211503,0.9401016,0.0003498808,0.0001424643,0.0001880425,0.0002979625,0.00002771675,0.01416657,0.0001044443,0.04250482,0.0001946855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905009,0.0001398885,0.00001741361,0.0007982375,0.001204799,0.000062536,0.00003185205,0.000004021934,0.007240311],"genre_scores_gemma":[0.998652,0.00003408124,0.0001284587,0.0003208443,0.0001467125,0.000001667586,0.000005241295,0.00001223535,0.0006987478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1997291,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851298218762715,"score_gpt":0.2510476438578129,"score_spread":0.2025346616701858,"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."}}