{"id":"W4295021408","doi":"10.1053/j.gastro.2022.09.004","title":"Endoscopist Adenoma Detection Rates and Their Correlation With Postcolonoscopy Colorectal Cancer","year":2022,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Adenoma; Internal medicine; Hazard ratio; Retrospective cohort study; Confidence interval; Cohort; Gastroenterology; Colorectal adenoma; Cohort study; Cancer; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009210171,0.00011458,0.0002658298,0.0007457951,0.0003960346,0.0007604883,0.0002593162,0.001985071,0.003076083],"category_scores_gemma":[0.01409448,0.00025037,0.0003267521,0.001337706,0.0002490347,0.0004027842,0.0001991334,0.00131675,0.0006654346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006141412,"about_ca_system_score_gemma":0.0004158532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506866,"about_ca_topic_score_gemma":0.01697836,"domain_scores_codex":[0.9993438,0.0002054929,0.00009058036,0.00006542053,0.0001809721,0.0001137945],"domain_scores_gemma":[0.9888386,0.006278151,0.00212533,0.0003520149,0.001687794,0.0007181761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002922926,0.00003100909,0.9902284,0.00001692057,0.00002989781,0.0009696906,0.00008002031,0.00008125704,0.0001521923,0.000069485,0.004265896,0.003782863],"study_design_scores_gemma":[0.00001638779,0.0001123267,0.9931243,0.0000202905,0.00003688396,0.002436446,0.0002932551,0.0007294904,0.0001264991,0.0001634829,0.002925919,0.0000148036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9168676,0.002526691,0.0003505302,0.05807032,0.0008024042,0.00002271601,0.002116417,0.00004903717,0.01919427],"genre_scores_gemma":[0.9900188,0.0006136736,0.0002801498,0.004400538,0.001253381,0.00002001949,0.0003572747,0.000008426601,0.00304771],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00506866,"threshold_uncertainty_score":0.0102905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009296927193521709,"score_gpt":0.2397493401054023,"score_spread":0.2304524129118806,"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."}}