{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008749682,0.0002609015,0.0008212658,0.000125315,0.0006371759,0.00004805392,0.0007030909,0.0008322663,0.08860797],"category_scores_gemma":[0.08209375,0.000142291,0.0001920898,0.0005002352,0.0002206863,0.000317552,0.0003470073,0.002109684,0.01096897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008756547,"about_ca_system_score_gemma":0.000433134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009284102,"about_ca_topic_score_gemma":0.0002165397,"domain_scores_codex":[0.9921322,0.001967513,0.002040862,0.0007870052,0.002080019,0.0009924343],"domain_scores_gemma":[0.9673251,0.02986411,0.0002333148,0.0008786635,0.0002345075,0.001464317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008521658,0.0003715717,0.1707835,0.0001134266,0.00003919343,0.0003430295,0.0005420946,0.000007573055,0.000005094707,0.0006533761,0.1370861,0.6892028],"study_design_scores_gemma":[0.001314258,0.0002169243,0.1401164,0.003001122,0.00004414696,0.000005137872,0.0004878012,0.001171399,0.000002247262,0.002248515,0.8511308,0.0002612132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209297,0.00008133306,0.01035493,0.05736477,0.004620568,0.00101531,0.00002655861,0.0002662546,0.005340592],"genre_scores_gemma":[0.9441993,0.0002657327,0.005273063,0.0436997,0.002034601,0.00002382456,0.00001142558,0.00003741196,0.004454959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7140447,"threshold_uncertainty_score":0.9898011,"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."}}