{"id":"W4389790339","doi":"10.1017/ash.2023.522","title":"Implementing an antimicrobial stewardship medical student elective to impart good antibiotic prescribing habits early in medical training","year":2023,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Antimicrobial stewardship; Action (physics); Content (measure theory); Medical education; Stewardship (theology); Medicine; Antimicrobial; Antibiotics; Antibiotic resistance; Microbiology; Political science; Biology","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":[0.004566103,0.0006138494,0.0004263284,0.0005261615,0.002419754,0.002119963,0.001045801,0.001455129,0.02773996],"category_scores_gemma":[0.01139794,0.0003858708,0.0006628152,0.0001975443,0.0004432552,0.001370376,0.004475953,0.002340111,0.01019767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112845,"about_ca_system_score_gemma":0.00963509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008331402,"about_ca_topic_score_gemma":0.005038386,"domain_scores_codex":[0.9980388,0.0005079588,0.00008877349,0.0001191145,0.0004121174,0.0008331822],"domain_scores_gemma":[0.9810166,0.001000632,0.0007927307,0.0002871337,0.001591156,0.01531168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001122009,0.02503268,0.04430616,0.001008967,0.00005225424,0.001838884,0.003891634,0.001182402,0.008329717,0.001216427,0.3830667,0.5289522],"study_design_scores_gemma":[0.001463475,0.03524877,0.3998476,0.004820707,0.0001617537,0.00395698,0.02133586,0.004963825,0.023766,0.01482179,0.4890542,0.0005589716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6666729,0.001480979,0.01407217,0.140627,0.0204282,0.00431101,0.0008783852,0.003459978,0.1480694],"genre_scores_gemma":[0.8045894,0.002320705,0.0640563,0.03395545,0.003637632,0.002941647,0.001158745,0.0003553588,0.08698467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773996,"threshold_uncertainty_score":0.09279943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06583651518486609,"score_gpt":0.383516377863062,"score_spread":0.3176798626781959,"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."}}