{"id":"W1990801963","doi":"10.1177/0272989x0002000104","title":"Does Clinical Error Contribute to Unnecessary Antibiotic Use?","year":2000,"lang":"en","type":"article","venue":"Medical Decision Making","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Mount Sinai Hospital","funders":"","keywords":"Sore throat; Medicine; Antibiotics; Pharyngitis; Throat; Intensive care medicine; Throat culture; Streptococcus; Internal medicine; Pediatrics; Surgery; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02951402,0.0004705511,0.0008245757,0.003025035,0.001540288,0.002546734,0.0009564939,0.00341076,0.004692122],"category_scores_gemma":[0.4101529,0.0005965195,0.000904392,0.001969282,0.003434978,0.003359232,0.001998992,0.002612124,0.0005082558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602866,"about_ca_system_score_gemma":0.00342696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738032,"about_ca_topic_score_gemma":0.002646138,"domain_scores_codex":[0.9416957,0.03624819,0.005310862,0.002451343,0.01213825,0.002155681],"domain_scores_gemma":[0.4717289,0.3905215,0.09968831,0.01277659,0.02028256,0.005002208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004121589,0.0002658927,0.8871948,0.0003541435,0.0003414002,0.003178556,0.003618139,0.0005927358,0.00009116859,0.006448593,0.003997033,0.09350546],"study_design_scores_gemma":[0.0001900658,0.001020847,0.8461536,0.003269796,0.0006901069,0.04075566,0.01016507,0.01694718,0.0009600568,0.05885065,0.02078192,0.0002150019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162928,0.02315274,0.01271564,0.1221799,0.001120439,0.0002408814,0.0002861284,0.0001060942,0.02390542],"genre_scores_gemma":[0.989844,0.003006105,0.001833695,0.003685008,0.001038425,0.00002564272,0.00004671697,0.00001952463,0.0005009244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02951402,"threshold_uncertainty_score":0.1560869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123196275285922,"score_gpt":0.5354014388806843,"score_spread":0.4122051635947623,"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."}}