{"id":"W2981487348","doi":"","title":"Canadian physicians' knowledge and counseling practices related to antibiotic use and antimicrobial resistance: Two-cycle national survey.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Treasury Board of Canada Secretariat; Public Health Agency of Canada","funders":"","keywords":"Medicine; Antibiotics; Family medicine; Antibiotic resistance; Odds ratio; Odds; Hygiene; Cross-sectional study; Infection control; Environmental health; Internal medicine; Intensive care medicine; Logistic regression","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":[0.001524469,0.0003709345,0.0003045877,0.001163517,0.001809374,0.0006012457,0.0009087485,0.0006228535,0.002843722],"category_scores_gemma":[0.00429219,0.0004842445,0.0004494791,0.002944469,0.0005061105,0.0004969687,0.00071572,0.0006731976,0.0005204062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792321,"about_ca_system_score_gemma":0.02134774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825625,"about_ca_topic_score_gemma":0.9869212,"domain_scores_codex":[0.9986826,0.0001167732,0.0000882626,0.0001271607,0.0006966872,0.000288568],"domain_scores_gemma":[0.9963153,0.0002528004,0.0007242546,0.00009245992,0.001738213,0.0008769835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009408437,0.0001700423,0.9896927,0.00009986532,0.00003038186,0.00003161923,0.0008415171,0.00005457825,0.0001299256,0.00002830702,0.00264225,0.006184588],"study_design_scores_gemma":[0.0000114455,0.00004644077,0.9986033,0.00001651665,0.000007874624,0.00001548443,0.0003541752,0.0001030652,0.00003651817,0.00000406508,0.0007959884,0.000005162276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830312,0.0004349995,0.0001924661,0.0005914447,0.00001180679,0.0003214565,0.01178642,0.00002558507,0.003604564],"genre_scores_gemma":[0.9903538,0.0005243264,0.0008994336,0.0005038417,0.000009728657,0.0001929631,0.005321662,0.000005999845,0.002188218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792321,"threshold_uncertainty_score":0.1300426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728176180732731,"score_gpt":0.2734915743233487,"score_spread":0.2462098125160214,"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."}}