{"id":"W4297374377","doi":"10.9778/cmajo.20210257","title":"Chronic diseases and compliance with provincial guidelines for outpatient antibiotic prescription in cases of otitis media and respiratory infections: a population-based study of linked data in Quebec, Canada, 2010–2017","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Institut National de Santé Publique du Québec; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chronic bronchitis; Medical prescription; Population; Otitis; Sinusitis; Pharyngitis; Bronchitis; Internal medicine; Asthma; Amoxicillin; Antibiotics; Intensive care medicine; Pediatrics; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00222136,0.000582832,0.0006508351,0.001931247,0.002283939,0.001722621,0.002323746,0.0008005755,0.002291296],"category_scores_gemma":[0.006803841,0.0005389012,0.00123237,0.007678937,0.00103038,0.000776791,0.001275569,0.00127859,0.0003530552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03885935,"about_ca_system_score_gemma":0.03016847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944096,"about_ca_topic_score_gemma":0.9945546,"domain_scores_codex":[0.9968587,0.0003951133,0.0003593052,0.0006946652,0.001041005,0.0006510993],"domain_scores_gemma":[0.9887279,0.0007295272,0.003885088,0.0005373808,0.004638928,0.001481105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003831945,0.00001879916,0.9966943,0.00003310092,0.0001198771,0.0000229187,0.0001985968,0.0001147746,0.00004174595,0.00004607794,0.001625312,0.001046253],"study_design_scores_gemma":[0.000009675385,0.00001473924,0.9982579,0.00003758713,0.00003639944,0.00003153088,0.0002935663,0.0004548379,0.00002193494,0.00001267165,0.0008188598,0.00001015027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316152,0.002383904,0.0007889834,0.001188453,0.00005113312,0.0002033843,0.06068654,0.00008125428,0.003001232],"genre_scores_gemma":[0.9889598,0.0004234684,0.0004509956,0.0003304237,0.00001983002,0.00009092823,0.008914837,0.00001820546,0.0007917043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885935,"threshold_uncertainty_score":0.2819456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08283395973953922,"score_gpt":0.3235941959512677,"score_spread":0.2407602362117285,"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."}}