{"id":"W2761010807","doi":"10.1093/pch/pxx086.042","title":"REDUCING UNNECESSARY NASOPHARYNGEAL VIRUS TESTING AT A TERTIARY CARE PAEDIATRIC CENTRE – A CHOOSING WISELY INITIATIVE","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Point-of-care testing; Emergency department; Emergency medicine; Pediatrics; Pediatric emergency medicine; Test (biology); Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01654531,0.0005488121,0.0004330069,0.001228179,0.001646144,0.004154144,0.002771375,0.002456059,0.006636579],"category_scores_gemma":[0.03704095,0.0004393407,0.0008141936,0.0008042759,0.001182201,0.002286687,0.006683312,0.003290978,0.001018094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005176436,"about_ca_system_score_gemma":0.02674377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216888,"about_ca_topic_score_gemma":0.01380337,"domain_scores_codex":[0.9833293,0.00889793,0.001088727,0.0008047852,0.004092706,0.001786618],"domain_scores_gemma":[0.9545749,0.006058886,0.007787104,0.001099743,0.007940325,0.02253901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006514585,0.002801061,0.2219554,0.003746583,0.0004204685,0.002491137,0.004504802,0.001826961,0.00458331,0.003592608,0.2415779,0.5118483],"study_design_scores_gemma":[0.001610353,0.006660732,0.6227076,0.01126153,0.0006442865,0.003590003,0.02454307,0.005868201,0.006997287,0.006210973,0.3095965,0.0003095021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3014286,0.01728485,0.01555475,0.6179524,0.004055739,0.003551488,0.0006396258,0.001131646,0.03840093],"genre_scores_gemma":[0.7667639,0.01198383,0.07471725,0.1345692,0.003626021,0.001647212,0.000765187,0.0002100898,0.005717309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01654531,"threshold_uncertainty_score":0.08750099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110266473391552,"score_gpt":0.3327522527606557,"score_spread":0.2916495880267401,"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."}}