{"id":"W2561595980","doi":"10.4212/cjhp.v69i6.1609","title":"Impact of Antimicrobial Stewardship on Physician Practice in a Geriatric Facility","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Baycrest Hospital; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Medicine; Medical prescription; Long-term care; Psychological intervention; Specialty; Guideline; Audit; Ciprofloxacin; Family medicine; Antibiotics; Nursing; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006148583,0.0001318272,0.0002537731,0.0003992678,0.00006699305,0.00002044301,0.0001846848,0.00002304065,0.0001404016],"category_scores_gemma":[0.0004084872,0.00007310487,0.000231252,0.0003477388,0.0001127492,0.0003462636,0.00001294767,0.0003141128,0.00004292178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764055,"about_ca_system_score_gemma":0.001278388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018953,"about_ca_topic_score_gemma":0.001202629,"domain_scores_codex":[0.9988925,0.0001300917,0.0003861664,0.0001014524,0.0002118897,0.0002778913],"domain_scores_gemma":[0.9987022,0.0001769417,0.000362881,0.0002242487,0.0002414009,0.0002923408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007121836,0.01465654,0.7047625,0.0002549779,0.00378226,0.005702168,0.00647075,0.001118127,0.01858594,0.0004030286,0.0660837,0.1710582],"study_design_scores_gemma":[0.01127565,0.01440565,0.938781,0.0004935449,0.0006838896,0.0006321346,0.000229378,0.000008743936,0.00518138,0.0001997858,0.02771739,0.0003915061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852523,0.0001031476,0.00001160452,0.01070753,0.0003870108,0.0003128768,0.00004766413,0.00000428711,0.003173564],"genre_scores_gemma":[0.9992422,0.00005815235,0.00002756225,0.000365831,0.0002066268,0.000001714572,9.478608e-7,0.00001085849,0.00008605089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340185,"threshold_uncertainty_score":0.9964017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789180012661501,"score_gpt":0.3171288407996481,"score_spread":0.2992370406730331,"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."}}