{"id":"W2209688005","doi":"10.1155/2005/209595","title":"Help Collect Data on Patient Waiting Times in Gastroenterology: PAGE IV — Improving Access to Gastroenterology Services in Canada Practice Audit Program","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audit; Medicine; Gastroenterology; Internal medicine; Business; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006335811,0.0005541264,0.0007596565,0.004043399,0.003887216,0.002208529,0.00229621,0.001061357,0.01127858],"category_scores_gemma":[0.03872285,0.0008680857,0.001192556,0.005578309,0.0005228539,0.001125323,0.002013918,0.001825721,0.001952735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03803926,"about_ca_system_score_gemma":0.1316993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9726129,"about_ca_topic_score_gemma":0.9894485,"domain_scores_codex":[0.9926721,0.001130599,0.001085634,0.0003109067,0.003106849,0.001693962],"domain_scores_gemma":[0.9281361,0.006905212,0.00815606,0.001948328,0.03868032,0.01617404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050841,0.001086871,0.7528747,0.0003755814,0.0001003546,0.0001729079,0.001205472,0.0005633484,0.000530845,0.0002981184,0.1605502,0.08203661],"study_design_scores_gemma":[0.0001174353,0.0001317054,0.9786113,0.0001445658,0.00003538539,0.00003484869,0.0008200702,0.0009735195,0.000382237,0.00005640879,0.01865624,0.00003632659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7221053,0.002182667,0.004285765,0.06030295,0.00172062,0.02164382,0.09879816,0.002297154,0.08666366],"genre_scores_gemma":[0.8783081,0.002405196,0.0330458,0.01558679,0.000568816,0.008424305,0.02713603,0.0004008675,0.03412413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803926,"threshold_uncertainty_score":0.2759955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519849602765298,"score_gpt":0.3570547457632198,"score_spread":0.3218562497355669,"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."}}