{"id":"W2171588211","doi":"10.1093/cid/cir272","title":"Reduction in Antibiotic Use Following a Cluster Randomized Controlled Multifaceted Intervention: The Israeli Judicious Antibiotic Prescription Study","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Antibiotics; Medical prescription; Antibiotic resistance; Intervention (counseling); Public health; Intensive care medicine; Randomized controlled trial; Population; Antibacterial agent; Internal medicine; Environmental health; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005674773,0.001035266,0.002664641,0.0006610524,0.0006367135,0.0007068457,0.00108456,0.001558141,0.003112483],"category_scores_gemma":[0.004588662,0.0006862277,0.002323986,0.0006408191,0.001107063,0.0005835159,0.0008626337,0.001343443,0.0002119914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034391,"about_ca_system_score_gemma":0.00384512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008081393,"about_ca_topic_score_gemma":0.007890745,"domain_scores_codex":[0.9946656,0.003546606,0.0002989435,0.0006293065,0.0004065802,0.0004529337],"domain_scores_gemma":[0.9973661,0.0008372118,0.0006621166,0.0002845887,0.0001914303,0.0006585679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8966236,0.0525966,0.005370537,0.001048393,0.00391373,0.00004846524,0.0002262133,0.000865312,0.001371887,0.0002193661,0.000647033,0.03706901],"study_design_scores_gemma":[0.8800398,0.09926456,0.01688385,0.00009145877,0.001716624,0.00001831104,0.00006108578,0.001036996,0.000402105,0.0001082612,0.0003527219,0.00002419027],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902776,0.001078977,0.0007955323,0.0004782291,0.0002023355,0.006042658,0.0003040006,0.00006145044,0.0007592087],"genre_scores_gemma":[0.9853545,0.0006602785,0.003999302,0.000548066,0.0002144398,0.008296653,0.0002965628,0.00001031113,0.0006197193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008081393,"threshold_uncertainty_score":0.03001148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629264533990174,"score_gpt":0.317690012073387,"score_spread":0.2813973667334853,"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."}}