{"id":"W2947888954","doi":"10.5210/ojphi.v11i1.9781","title":"A Tool for Promoting Responsible Antibiotic Prescribing across Settings and Sectors","year":2019,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; University of Guelph","funders":"Vetenskapsrådet","keywords":"Antimicrobial stewardship; Psychological intervention; Medicine; Stewardship (theology); Antibiotic resistance; Audit; Antibiotic Stewardship; Best practice; Nursing; Intensive care medicine; Business; Antibiotics; Political science; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04967331,0.001854977,0.001202559,0.006573248,0.001918562,0.005181843,0.002733273,0.002306492,0.01594295],"category_scores_gemma":[0.1122364,0.0009760043,0.001773976,0.003356028,0.001136173,0.009342597,0.01020025,0.002510109,0.005361348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764238,"about_ca_system_score_gemma":0.01146762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001831765,"about_ca_topic_score_gemma":0.003292313,"domain_scores_codex":[0.95081,0.02661196,0.005864639,0.003550251,0.01143951,0.001723611],"domain_scores_gemma":[0.8573979,0.07730751,0.02055547,0.01497236,0.01854859,0.01121821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007042606,0.003528934,0.01713779,0.002901663,0.0001728363,0.0001662049,0.00255443,0.0008288299,0.001934837,0.001573526,0.0391629,0.9293339],"study_design_scores_gemma":[0.008354991,0.01569131,0.1848546,0.02229303,0.002156544,0.001921572,0.009504099,0.02561995,0.02499676,0.03310956,0.6701168,0.001380633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2519782,0.005703567,0.41688,0.06461126,0.004075679,0.05999617,0.01499425,0.08364217,0.09811863],"genre_scores_gemma":[0.1387439,0.001062611,0.8268901,0.005066897,0.0004883652,0.01577233,0.003485596,0.0006814767,0.007808763],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04967331,"threshold_uncertainty_score":0.2627007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02965399173683374,"score_gpt":0.3154426039221199,"score_spread":0.2857886121852862,"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."}}