{"id":"W4402258872","doi":"10.14745/ccdr.v50i09a04","title":"Prevalence and correlates of oral antibiotic use in Canada","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Antibiotics; Medicine; Geography; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007838412,0.0002696863,0.000409012,0.002607005,0.002338122,0.001472626,0.001228563,0.0003675375,0.002310232],"category_scores_gemma":[0.004035179,0.0003053111,0.000572923,0.00650586,0.0007666923,0.0003641921,0.001107541,0.0007591742,0.0002120846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02306721,"about_ca_system_score_gemma":0.04331679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951423,"about_ca_topic_score_gemma":0.994634,"domain_scores_codex":[0.9982254,0.00009831897,0.0001446675,0.0002023374,0.000903708,0.0004255422],"domain_scores_gemma":[0.9949708,0.0002640016,0.001056037,0.00008968653,0.002727255,0.0008922088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001996556,0.00001935191,0.9941946,0.00006727543,0.00003660197,0.00004330715,0.0003343676,0.000062966,0.00006080605,0.0000673871,0.001282449,0.003811015],"study_design_scores_gemma":[0.000002220925,0.000009731375,0.9983183,0.00005686704,0.00001541307,0.00004703114,0.0006443245,0.0001460777,0.00003144884,0.00001685647,0.0007051042,0.00000667016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674668,0.004293241,0.0002072823,0.001468022,0.00003634094,0.0001167906,0.01935035,0.00004004162,0.007021157],"genre_scores_gemma":[0.9944757,0.0019743,0.0002561736,0.000160488,0.000009277592,0.00002989196,0.002541075,0.000008115879,0.0005451342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306721,"threshold_uncertainty_score":0.1673651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111067263116829,"score_gpt":0.2155128222328012,"score_spread":0.2044021496016329,"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."}}