{"id":"W2004106762","doi":"10.1093/jac/dkl275","title":"Antibiotic use among children in British Columbia, Canada","year":2006,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"British Columbia Medical Services Foundation","keywords":"Azithromycin; Medicine; Medical prescription; Clarithromycin; Antibiotics; Pediatrics; Population; Amoxicillin; Internal medicine; Environmental health; Biology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001961578,0.0003180905,0.0003256028,0.001549343,0.001633377,0.0008156231,0.000733396,0.0003825823,0.002330251],"category_scores_gemma":[0.0008423851,0.0002582779,0.0003104391,0.004191043,0.0004142628,0.0002112447,0.0004160026,0.0005672895,0.0003573142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01714867,"about_ca_system_score_gemma":0.01956634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990791,"about_ca_topic_score_gemma":0.9953728,"domain_scores_codex":[0.9993865,0.00002628881,0.00004466353,0.00007650191,0.0002705295,0.0001954613],"domain_scores_gemma":[0.9989879,0.00004663898,0.0001966444,0.0000139362,0.0004696241,0.0002853597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002934947,0.00002332911,0.9902945,0.00008110026,0.00002255989,0.0002875866,0.0003750176,0.0000798267,0.0002367069,0.00002941352,0.002305363,0.006235275],"study_design_scores_gemma":[0.000003253595,0.00001625346,0.9974682,0.00004840638,0.000011532,0.000174343,0.0006575361,0.00006143892,0.00005540443,0.000005626546,0.001493383,0.000004581828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770544,0.003803606,0.00007008978,0.0005894493,0.00002749481,0.00006232357,0.01173236,0.00003572346,0.006624605],"genre_scores_gemma":[0.9910476,0.003062057,0.0002779021,0.0002693943,0.000009909504,0.00004475307,0.003022277,0.000009064381,0.002257111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714867,"threshold_uncertainty_score":0.1244229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003019201284715456,"score_gpt":0.1733860234715462,"score_spread":0.1703668221868308,"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."}}