{"id":"W2593332865","doi":"10.1503/cmaj.1095383","title":"Antibiotic overprescribing a growing problem","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Antibiotics; Medicine; Family medicine; Biology; Microbiology","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":[0.007054991,0.000454362,0.001063241,0.001672542,0.003517748,0.004229209,0.001300869,0.006452921,0.008093144],"category_scores_gemma":[0.03556839,0.0004656305,0.00128957,0.003051706,0.003257222,0.003741347,0.001458776,0.009232449,0.001559883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008599117,"about_ca_system_score_gemma":0.01947963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1283607,"about_ca_topic_score_gemma":0.2344135,"domain_scores_codex":[0.9881486,0.001833918,0.001280143,0.001043295,0.006833773,0.0008603087],"domain_scores_gemma":[0.9440789,0.01586341,0.009348577,0.002188432,0.01935229,0.009168402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008935623,0.000164753,0.02049911,0.000729657,0.000122259,0.0006868956,0.0007897634,0.0001256935,0.000586644,0.004306079,0.6831425,0.2887572],"study_design_scores_gemma":[0.000104194,0.0002570543,0.06467938,0.00380893,0.000236142,0.00491052,0.003617086,0.0007579127,0.0007209748,0.005952228,0.9148048,0.0001508222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008735695,0.05524994,0.0006523431,0.9155031,0.005853728,0.00001867702,0.0003810847,0.000140618,0.01346483],"genre_scores_gemma":[0.1234797,0.2009133,0.006007359,0.6249705,0.02988115,0.00006132705,0.001055119,0.0002856365,0.01334597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1283607,"threshold_uncertainty_score":0.2552271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3274843057049363,"score_gpt":0.4871419217493906,"score_spread":0.1596576160444543,"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."}}