{"id":"W4392928822","doi":"10.1097/pec.0000000000003154","title":"Molecular Point-of-Care Testing in the Emergency Department for Group A Streptococcus Pharyngitis","year":2024,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Pharyngitis; Throat; Emergency department; Throat culture; Medical prescription; Clinical endpoint; Randomized controlled trial; Confidence interval; Sore throat; Point-of-care testing; Streptococcus; Antibiotics; Pediatrics; Internal medicine; Surgery; Immunology","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":[0.0001072242,0.0002438448,0.0002718416,0.0002536659,0.0001034854,0.00001078942,0.0001198108,0.00008650911,0.0003955014],"category_scores_gemma":[0.0001470504,0.0001788141,0.0003694819,0.001222397,0.00001360271,0.00008074223,0.00004117273,0.0001596202,0.00002054014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207847,"about_ca_system_score_gemma":0.00009950292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391178,"about_ca_topic_score_gemma":0.00007681136,"domain_scores_codex":[0.9983156,0.00004505279,0.0005628262,0.0004277603,0.0002724128,0.000376319],"domain_scores_gemma":[0.9991531,0.00009403045,0.00007993478,0.0003370159,0.0002507972,0.00008507079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002833006,0.0002690878,0.9706653,0.002231437,0.0001351744,0.0001766336,0.002157809,0.00003314111,0.0002671677,0.0005257604,0.00265364,0.02085646],"study_design_scores_gemma":[0.006517875,0.008220228,0.9340839,0.0005613547,0.006764445,0.0001241054,0.01711356,0.001067554,0.002707518,0.002701789,0.01850062,0.001637097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937068,0.0532193,0.0004181741,0.0001208532,0.001303329,0.002990086,0.0002777748,0.0001145895,0.004487916],"genre_scores_gemma":[0.9957578,0.001188587,0.000469826,0.00001518954,0.0004723079,0.001698222,0.0003193963,0.00004123433,0.00003749929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05868976,"threshold_uncertainty_score":0.7291825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206277543993795,"score_gpt":0.322012410015661,"score_spread":0.299949634575723,"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."}}