{"id":"W2948617548","doi":"10.1016/j.gie.2019.04.035","title":"289 VARIATION IN QUALITY METRIC TRACKING ACROSS PEDIATRIC ENDOSCOPY PROGRAMS: IS IT TIME FOR NATIONAL CONSENSUS AND NATIONAL REGISTRIES?","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Metric (unit); Quality (philosophy); Endoscopy; MEDLINE; Patient safety; Health care; Medical physics; Surgery; Operations management","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1777976,0.0003024885,0.001239,0.002886129,0.001479808,0.005070153,0.004250698,0.002269674,0.003233141],"category_scores_gemma":[0.3156205,0.0008655273,0.001601194,0.00764502,0.001865515,0.007011294,0.004518615,0.003452578,0.0004874427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008384964,"about_ca_system_score_gemma":0.02168531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07386895,"about_ca_topic_score_gemma":0.09644616,"domain_scores_codex":[0.857599,0.07497158,0.0264869,0.01431483,0.02004031,0.006587446],"domain_scores_gemma":[0.5905876,0.188548,0.08944106,0.04164724,0.077911,0.01186517],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002159789,0.0001468944,0.84167,0.0006859144,0.0005736678,0.00007668528,0.004130819,0.001888069,0.0001950383,0.007949343,0.02673953,0.115728],"study_design_scores_gemma":[0.00006729094,0.0002915728,0.9525362,0.002668024,0.0002398291,0.0001947715,0.006341861,0.003862402,0.0004794718,0.003065814,0.03012288,0.0001299281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6639369,0.02918654,0.05890226,0.2007748,0.004060717,0.0007817359,0.01365545,0.0007627274,0.02793889],"genre_scores_gemma":[0.9606544,0.002466343,0.02008433,0.009461179,0.0003732478,0.0004109057,0.005805272,0.0002104735,0.0005339386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8222024,"threshold_uncertainty_score":0.9402948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373818364040569,"score_gpt":0.3495991947517532,"score_spread":0.3058610111113474,"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."}}