{"id":"W2920852979","doi":"10.1093/jcag/gwz006.245","title":"A246 ALBERTA NORTH ZONE ENDOSCOPY QUALITY STUDY","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Colonoscopy; Medicine; Observational study; Bowel preparation; Sedation; Quality (philosophy); Endoscopy; Quality management; Colorectal cancer; General surgery; Medical emergency; Emergency medicine; Surgery; Internal medicine; Operations management; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002005521,0.0004413276,0.0004852231,0.001740619,0.002245248,0.001681029,0.001265925,0.0004453004,0.005476755],"category_scores_gemma":[0.004065074,0.0004240636,0.000751465,0.005702524,0.000453459,0.0004428479,0.0008831052,0.0007141866,0.0009603107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02184035,"about_ca_system_score_gemma":0.02571653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708728,"about_ca_topic_score_gemma":0.9798833,"domain_scores_codex":[0.9973754,0.000348156,0.0001541113,0.0002839218,0.001279339,0.000559142],"domain_scores_gemma":[0.9945676,0.0003501447,0.0008287063,0.0002838784,0.002737576,0.001232053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005800912,0.0002638231,0.9792468,0.0001232898,0.000179591,0.0001091302,0.000362673,0.0002854393,0.0001223674,0.0001811137,0.01181457,0.006731168],"study_design_scores_gemma":[0.00009351297,0.00009732458,0.9957274,0.00005709186,0.00005586642,0.00003662653,0.0005409807,0.0002412158,0.00003415785,0.00002398293,0.003078649,0.00001322472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181863,0.001884511,0.0006232213,0.0009162953,0.00009783217,0.00123569,0.0556072,0.00007865715,0.02137024],"genre_scores_gemma":[0.9477923,0.001087543,0.001460748,0.001149143,0.00007191283,0.0008493389,0.03594092,0.00002964332,0.01161859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02912718,"threshold_uncertainty_score":0.1584635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117418639480774,"score_gpt":0.2618228144352371,"score_spread":0.2500809504871597,"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."}}