{"id":"W2323307963","doi":"10.1155/2001/193846","title":"Colorectal Cancer Screening: Video-Reviewed Flexible Sigmoidoscopy by Nurse Endoscopists — A Canadian Community-Based Perspective","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Toronto; The Scarborough Hospital","funders":"","keywords":"Sigmoidoscopy; Medicine; Perspective (graphical); General surgery; Colorectal cancer; Cancer; Nursing; Internal medicine; Colonoscopy; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263192,0.0004849563,0.0003067044,0.001322486,0.00294487,0.001800518,0.001181654,0.001475429,0.00549979],"category_scores_gemma":[0.003892193,0.0002130772,0.0002756723,0.002295828,0.001077189,0.0006705617,0.000786774,0.0008364138,0.0002812999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02636399,"about_ca_system_score_gemma":0.05069665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650886,"about_ca_topic_score_gemma":0.9870604,"domain_scores_codex":[0.9979619,0.0004986816,0.00005870733,0.0001387013,0.0007575122,0.0005846749],"domain_scores_gemma":[0.9973736,0.0001629139,0.0001544868,0.00001955762,0.001317944,0.0009715062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005524546,0.0009432595,0.6547314,0.002391292,0.000229885,0.008657451,0.004499795,0.001515747,0.00118825,0.003498532,0.06206732,0.2597246],"study_design_scores_gemma":[0.0002161014,0.001155591,0.9133633,0.001921039,0.0004129093,0.007280254,0.02255499,0.002396779,0.0002895595,0.0009131528,0.0493648,0.0001316091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6966414,0.07178279,0.001539265,0.1036162,0.001152373,0.0005436768,0.002461064,0.00007987047,0.1221833],"genre_scores_gemma":[0.9662498,0.02357718,0.001187031,0.005693587,0.000532778,0.00003506239,0.0003708477,0.00001005568,0.002343634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03491139,"threshold_uncertainty_score":0.1912851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309865197985967,"score_gpt":0.2960400342828485,"score_spread":0.2729413823029889,"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."}}