{"id":"W3033774044","doi":"10.1177/0009922820927042","title":"Emergency Department Prescribing Patterns for Pharyngitis in Children","year":2020,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Pharyngitis; Medicine; Acute Pharyngitis; Antibiotics; Emergency department; Ambulatory; Pediatrics; Intensive care medicine; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001152493,0.0001127618,0.000269684,0.00004254439,0.00003739939,0.000006791062,0.00005250256,0.00009812703,0.0002115809],"category_scores_gemma":[0.0005583114,0.00009894402,0.0002355517,0.0002025136,0.00001265018,0.00004346163,0.00004123526,0.0001705313,0.00005637097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940847,"about_ca_system_score_gemma":0.0000420977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002226878,"about_ca_topic_score_gemma":0.000005510493,"domain_scores_codex":[0.9987828,0.00002736863,0.0005612752,0.0003193513,0.0001028644,0.0002063227],"domain_scores_gemma":[0.9993355,0.0001413413,0.00007994426,0.0001410822,0.00004681783,0.000255318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005707165,0.0005098926,0.9848401,0.00003479934,0.00004760051,0.00001317648,0.00001417075,0.000003905998,0.000001216696,0.0000148613,0.005965142,0.008498039],"study_design_scores_gemma":[0.003159026,0.0008918057,0.9935617,0.000007824594,0.0002316571,0.00000502129,0.000006287405,0.0002083987,0.00001738232,0.00006552081,0.001747665,0.00009768936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955774,0.0003007715,0.00127825,0.0008162491,0.0003442868,0.00122196,0.0001247702,0.00005906394,0.0002772343],"genre_scores_gemma":[0.995914,0.001149301,0.0005457897,0.000523716,0.001471811,0.0001311384,0.0001773786,0.00001951293,0.00006735486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008721598,"threshold_uncertainty_score":0.403482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08965215407566318,"score_gpt":0.3885780074161402,"score_spread":0.298925853340477,"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."}}