{"id":"W4367320974","doi":"10.1017/s002221512300066x","title":"Effect of the coronavirus disease 2019 pandemic on paediatric bilateral myringotomy and tube insertion rates in New Brunswick, Canada","year":2023,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; Dalhousie University; Saint John Regional Hospital","funders":"","keywords":"Myringotomy; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Tube (container); Surgery; Virology; Internal medicine; Engineering; Otitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000788157,0.0004112863,0.0002714606,0.00101793,0.001411132,0.001344947,0.001002382,0.0004922466,0.003625909],"category_scores_gemma":[0.003283666,0.0002835498,0.0007035684,0.001959847,0.0007185867,0.0004904743,0.0010076,0.001203372,0.0003093908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04461762,"about_ca_system_score_gemma":0.06325532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953541,"about_ca_topic_score_gemma":0.9965786,"domain_scores_codex":[0.9982511,0.0001107592,0.0001088459,0.0001796881,0.0005813272,0.000768187],"domain_scores_gemma":[0.9952538,0.0002136005,0.001246851,0.00009800825,0.002128244,0.001059518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009632032,0.00002259186,0.9840432,0.00006718998,0.00005378147,0.0002115073,0.0003310479,0.0005916947,0.0003689202,0.0002549324,0.00514524,0.008813716],"study_design_scores_gemma":[0.00001132797,0.00002283311,0.9948664,0.00008105594,0.00001905352,0.0001407465,0.001545713,0.0008361781,0.00019952,0.00002820029,0.002228986,0.00001987127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663008,0.002903021,0.0003454155,0.004217409,0.0001292225,0.00008000438,0.01696957,0.00005943623,0.008995109],"genre_scores_gemma":[0.9920844,0.001355805,0.0003477492,0.0006961746,0.00002706469,0.00002346172,0.003599528,0.00001531275,0.001850635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04461762,"threshold_uncertainty_score":0.323725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400175420543051,"score_gpt":0.2817822473060922,"score_spread":0.2677804931006618,"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."}}