{"id":"W4361288156","doi":"10.1097/sga.0000000000000738","title":"COLORECTAL CANCER SCREENING: WE STILL HAVE WORK TO DO","year":2023,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Colorectal cancer; Endoscopy; Colorectal cancer screening; Internal medicine; Family medicine; General surgery; Nursing; Cancer; Colonoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01252669,0.00173487,0.002534494,0.001303219,0.007543103,0.008296909,0.002650365,0.01214389,0.04774988],"category_scores_gemma":[0.04045017,0.0005574203,0.001478681,0.0008521402,0.008735585,0.01811566,0.007686051,0.02073559,0.02760916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081425,"about_ca_system_score_gemma":0.01761608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361269,"about_ca_topic_score_gemma":0.01803736,"domain_scores_codex":[0.9927444,0.002187813,0.0004426129,0.0008565997,0.002277241,0.001491382],"domain_scores_gemma":[0.9427574,0.01083313,0.001712241,0.002835526,0.01526751,0.02659416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009985463,0.000293886,0.003230618,0.001343582,0.00008716025,0.0004633805,0.001280005,0.0001244688,0.0005479638,0.00719342,0.7601079,0.2252279],"study_design_scores_gemma":[0.00007273877,0.0003485798,0.004833581,0.00659162,0.00009541673,0.001842474,0.01060673,0.0001557669,0.0001856854,0.03070172,0.9443759,0.0001898378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009367545,0.03426638,0.001042451,0.9301307,0.02366283,0.00002447782,0.00009991699,0.0002248057,0.009611724],"genre_scores_gemma":[0.03661532,0.127135,0.009465041,0.7535151,0.03195435,0.0001825101,0.0005293422,0.0003610708,0.0402422],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04774988,"threshold_uncertainty_score":0.1597393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828031236914331,"score_gpt":0.3156996134688685,"score_spread":0.2874193010997252,"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."}}