{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951536,0.0001129249,0.0002581927,0.0009062574,0.0002613351,0.000416721,0.0002145835,0.0002386777,0.001489761],"category_scores_gemma":[0.002476398,0.0001786382,0.0004092761,0.001452496,0.000155429,0.0003397545,0.0004067533,0.0004505818,0.0001976562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007360844,"about_ca_system_score_gemma":0.0007607649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380831,"about_ca_topic_score_gemma":0.02676797,"domain_scores_codex":[0.9991485,0.0001592351,0.000195381,0.0001290468,0.0002201341,0.0001477278],"domain_scores_gemma":[0.9982864,0.0002929086,0.001063106,0.00004338382,0.000143626,0.0001705458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001950542,0.00001530906,0.9966393,0.00003858793,0.00001821052,0.0001338347,0.0001594524,0.00005597157,0.00008645987,0.00003212479,0.0005158148,0.002285432],"study_design_scores_gemma":[0.000002092138,0.00002205774,0.9983819,0.00004573523,0.000005998401,0.0005958682,0.000288756,0.00008821062,0.00006818274,0.00000916568,0.0004893737,0.000002735369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939155,0.001195513,0.00008904506,0.0002075852,0.00001142756,0.00001945104,0.002951984,0.00001258473,0.001596994],"genre_scores_gemma":[0.9969613,0.001110504,0.0002224518,0.000117438,0.00001469967,0.00002091199,0.001354516,0.000005704233,0.0001924315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380831,"threshold_uncertainty_score":0.02745587,"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."}}