{"id":"W4200040434","doi":"10.1093/ofid/ofab466.301","title":"99. Presence of Chronic Diseases and Compliance with Québec Provincial Guidelines for Outpatient Antibiotic Prescription, Québec, Canada, 2010-2017","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de la Santé et des Services Sociaux (Québec); Université de Montréal; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Medical prescription; Chronic bronchitis; Internal medicine; Antimicrobial; Bronchitis; COPD; Sinusitis; Amoxicillin; Asthma; Intensive care medicine; Poisson regression; Pneumonia; Antibiotics; Pediatrics; Respiratory infection; Respiratory system; Surgery; Population; Environmental health","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":[0.001253386,0.0003964236,0.0003909522,0.001278835,0.001780916,0.001543594,0.001554328,0.0005055736,0.007441403],"category_scores_gemma":[0.005333083,0.0003560114,0.000880743,0.003246804,0.0006492612,0.0005869606,0.0007500562,0.0009396752,0.0006155883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03929839,"about_ca_system_score_gemma":0.03416824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969844,"about_ca_topic_score_gemma":0.9972662,"domain_scores_codex":[0.9987826,0.0001384383,0.0001347523,0.0002354758,0.0004028645,0.0003058414],"domain_scores_gemma":[0.9935384,0.0004363789,0.002207079,0.0001699848,0.002647912,0.001000169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005277774,0.00002962461,0.9900304,0.00007095266,0.00008274584,0.00003211614,0.0002183342,0.0001951843,0.00006544605,0.0001154887,0.005228888,0.003877963],"study_design_scores_gemma":[0.000007882963,0.00001380877,0.9972879,0.00004966939,0.00002090935,0.0000278747,0.0002607471,0.0004576072,0.00003095422,0.00001165215,0.001823724,0.000007316941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780826,0.00435758,0.0008077322,0.002861327,0.0001217113,0.0002501698,0.1029975,0.0001437812,0.01037755],"genre_scores_gemma":[0.9835676,0.0007300485,0.0005935484,0.0003427933,0.00003037758,0.00008788452,0.0101974,0.00002316424,0.004427261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03929839,"threshold_uncertainty_score":0.2851312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215725979008503,"score_gpt":0.2679426164757472,"score_spread":0.2463700185748969,"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."}}