{"id":"W2952338441","doi":"10.1017/ice.2019.154","title":"Antimicrobial utilization data: Does point prevalence data correlate with defined daily doses?","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Université de Montréal; McGill University; McMaster University","funders":"","keywords":"Medicine; Defined daily dose; Antimicrobial; Emergency medicine; Environmental health; Drug; Microbiology; Biology; Pharmacology","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":[0.01195091,0.0002940844,0.0008467843,0.002095347,0.0001972166,0.001567904,0.0008619119,0.0007255179,0.001004106],"category_scores_gemma":[0.05893666,0.0002956187,0.0006124417,0.005088486,0.0005019741,0.001201827,0.0007490116,0.0007731344,0.0004054824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728168,"about_ca_system_score_gemma":0.0005317701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004036379,"about_ca_topic_score_gemma":0.00423737,"domain_scores_codex":[0.9839806,0.009175048,0.002512482,0.001891795,0.001919413,0.0005207215],"domain_scores_gemma":[0.9214583,0.03667849,0.02650835,0.005922336,0.008117057,0.001315492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003675605,0.0000133047,0.9970611,0.00004105309,0.0001150287,0.00001019246,0.00004457873,0.0001192951,0.00006435796,0.00004725434,0.0001432021,0.002303922],"study_design_scores_gemma":[0.000004170574,0.0001061581,0.9968001,0.00006649864,0.00006321957,0.000133331,0.0001712296,0.001760719,0.0001703413,0.0001559643,0.0005584874,0.000009718734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806367,0.003285988,0.007893614,0.001055376,0.0001268564,0.00007204727,0.004230153,0.00004853525,0.002650696],"genre_scores_gemma":[0.9962485,0.0003599039,0.001523494,0.0002106336,0.00006771888,0.0000346185,0.001435821,0.00001571973,0.0001035161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01195091,"threshold_uncertainty_score":0.06320322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775048642292232,"score_gpt":0.2751839012035476,"score_spread":0.2474334147806252,"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."}}