{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001637491,0.0001262356,0.0004403762,0.00006739114,0.0001043392,0.0001251665,0.0002518667,0.0001981484,0.0002009315],"category_scores_gemma":[0.00001789388,0.0001653136,0.0001322184,0.0001849978,0.0001809495,0.0001889932,0.00001745417,0.0003774437,0.000005515632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001139758,"about_ca_system_score_gemma":0.0003612894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.905152,"about_ca_topic_score_gemma":0.9768441,"domain_scores_codex":[0.9987133,0.00007665349,0.0006108719,0.000177169,0.00006215699,0.0003599059],"domain_scores_gemma":[0.9992921,0.0000464476,0.0003952986,0.00013813,0.0001039246,0.00002408996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004501444,0.0002068298,0.7617235,0.00001048358,0.0000940398,0.0001273048,0.00001673038,0.00001575772,0.1142564,0.000001664638,0.1230032,0.0004990102],"study_design_scores_gemma":[0.002482361,0.00005492993,0.9524791,0.0002779903,0.0000196819,0.0007525077,0.00002177395,4.223355e-7,0.03920336,0.000008937127,0.004498988,0.0001999932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998162,0.0007009884,0.00002298272,0.000280238,0.0005624496,0.000129714,0.00003037224,0.00000980372,0.0001014398],"genre_scores_gemma":[0.9950401,0.0003629702,0.0001569085,0.0007343629,0.0001121353,7.07726e-8,0.0000195843,0.00002584055,0.003547986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1907555,"threshold_uncertainty_score":0.6741293,"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."}}