{"id":"W4381164109","doi":"10.12927/hcpol.2023.27093","title":"Value in Primary Care: Evidence from the Canadian Primary Care Sentinel Surveillance Network","year":2023,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Queen's University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medical prescription; Antimicrobial stewardship; Medicine; Primary care; Pandemic; Respiratory tract infections; Medical record; Antibiotics; Emergency medicine; Antibiotic Stewardship; Coronavirus disease 2019 (COVID-19); Pediatrics; Family medicine; Medical emergency; Intensive care medicine; Internal medicine; Antibiotic resistance; Nursing; Respiratory system; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.009298207,0.0003640731,0.0008745539,0.002343346,0.002059536,0.002828636,0.002098588,0.001570114,0.003915199],"category_scores_gemma":[0.1004436,0.0004315102,0.001190596,0.006381435,0.001601102,0.001206645,0.001485133,0.001574885,0.0002306736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02118617,"about_ca_system_score_gemma":0.05018418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9304691,"about_ca_topic_score_gemma":0.9548624,"domain_scores_codex":[0.9844913,0.00334255,0.0009082251,0.0009967055,0.008762051,0.001499147],"domain_scores_gemma":[0.9009925,0.03499599,0.0149842,0.002357399,0.03719299,0.009476916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007457144,0.0002400424,0.8734182,0.003677212,0.001187867,0.0001298897,0.001326438,0.0003196078,0.0000495475,0.0009581398,0.01835174,0.09959554],"study_design_scores_gemma":[0.0002325334,0.0002461342,0.9845946,0.0039192,0.001186444,0.0001069247,0.001120041,0.0005472737,0.00005486452,0.0004104026,0.007549611,0.00003184166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6176737,0.1938632,0.0007020494,0.06557468,0.001144015,0.0007985461,0.02115895,0.00009130799,0.09899355],"genre_scores_gemma":[0.9664345,0.02620876,0.0006015685,0.004244746,0.0002630237,0.00005497389,0.001636559,0.00001220145,0.0005437207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9788138,"threshold_uncertainty_score":0.1537171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394894937890774,"score_gpt":0.2790348293089459,"score_spread":0.2550858799300381,"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."}}