{"id":"W2080044886","doi":"10.5430/jha.v2n4p62","title":"Failure of a pharmacist-initiated antimicrobial step-down protocol to impact physician prescribing behavior or patient outcomes: A quasi-experimental, cross-over study","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American College of Clinical Pharmacy","keywords":"Medicine; Antimicrobial; Protocol (science); Pharmacist; Clinical pharmacy; Internal medicine; Emergency medicine; Pharmacy; Family medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02408252,0.001323859,0.001517248,0.0008381088,0.00167098,0.001379968,0.001678338,0.001828553,0.00348],"category_scores_gemma":[0.01672916,0.00128607,0.001424634,0.000552938,0.002519953,0.0017506,0.001328174,0.002340832,0.0006543847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693467,"about_ca_system_score_gemma":0.005253399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922751,"about_ca_topic_score_gemma":0.003557521,"domain_scores_codex":[0.9823093,0.01162762,0.001399576,0.001759566,0.001657105,0.001246814],"domain_scores_gemma":[0.9785697,0.009274604,0.004983214,0.00305381,0.001783651,0.002334973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2186258,0.7222434,0.02576246,0.0004224944,0.0004959162,0.00009181053,0.001884343,0.0007450038,0.006745389,0.0002414124,0.0005799042,0.02216209],"study_design_scores_gemma":[0.06027257,0.9089043,0.02698078,0.00003205412,0.0001576778,0.00001721654,0.0003042446,0.0008243579,0.001753136,0.0001534575,0.0005716328,0.00002869775],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884503,0.00003353539,0.000476356,0.00006301544,0.00004564037,0.01043461,0.0001442755,0.00001515713,0.0003371386],"genre_scores_gemma":[0.960327,0.00008080895,0.005155166,0.0004460101,0.0001816481,0.03254102,0.0002652691,0.0000111046,0.0009919117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408252,"threshold_uncertainty_score":0.1273621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410526641925264,"score_gpt":0.3591131269976159,"score_spread":0.3350078605783633,"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."}}