{"id":"W2010025355","doi":"10.3810/pgm.2010.07.2192","title":"Antibiotic Prescribing and Antimicrobial Resistance","year":2010,"lang":"en","type":"letter","venue":"Postgraduate Medicine","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"","keywords":"Medicine; Antibiotic resistance; Antimicrobial; Antibiotics; Intensive care medicine; 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":[0.001352829,0.0003333973,0.0005582601,0.0007115968,0.002166738,0.001729642,0.0006105001,0.01646577,0.01135046],"category_scores_gemma":[0.01955063,0.0004215513,0.0004555795,0.001042082,0.001619235,0.002656654,0.0009204135,0.009602067,0.002933765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700006,"about_ca_system_score_gemma":0.002074608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008862806,"about_ca_topic_score_gemma":0.01760329,"domain_scores_codex":[0.9968664,0.001336278,0.0003096465,0.0002803566,0.0008496894,0.0003575922],"domain_scores_gemma":[0.9928172,0.003836246,0.001215239,0.0001865798,0.0009095552,0.001035221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003419724,0.0003727535,0.08290746,0.0003984903,0.00007239393,0.04802964,0.001256946,0.000445338,0.0008820051,0.008829855,0.7565773,0.09988579],"study_design_scores_gemma":[0.0003498074,0.0004527783,0.1127811,0.00239832,0.0001048738,0.1805133,0.003285176,0.003252495,0.000634304,0.03860027,0.6575063,0.000121243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01109286,0.005614256,0.0001193141,0.9563015,0.003308875,0.000009594222,0.00004122834,0.00001614393,0.02349623],"genre_scores_gemma":[0.2029459,0.01329593,0.0005979116,0.7086445,0.05533118,0.0000527261,0.00006204612,0.00002499396,0.01904478],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01646577,"threshold_uncertainty_score":0.03797102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548509769588371,"score_gpt":0.2308660023948557,"score_spread":0.215380904698972,"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."}}