{"id":"W4280519023","doi":"10.1177/2325967121s00497","title":"The Effects of The Covid-19 Pandemic on Pediatric Orthopaedic Sports Medicine & Arthroscopy: Practice Implications, and The Management and Triaging of Surgical Cases","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Journal of Sports Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Sports medicine; Vignette; Pandemic; Arthroscopy; Meniscus; Physical therapy; Coronavirus disease 2019 (COVID-19); General surgery; Surgery; Disease; Pathology","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":[0.009684826,0.0001565662,0.0001653799,0.0009885663,0.001742927,0.002546021,0.0007239425,0.00128599,0.004195174],"category_scores_gemma":[0.05301888,0.0002548504,0.0002858963,0.0009723442,0.002116587,0.002628725,0.003011987,0.001502501,0.0003303804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102024,"about_ca_system_score_gemma":0.005885561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106984,"about_ca_topic_score_gemma":0.02237607,"domain_scores_codex":[0.9878986,0.007403585,0.0009168417,0.0005175285,0.001695364,0.001567999],"domain_scores_gemma":[0.9565429,0.01951217,0.01320376,0.0007074036,0.003837703,0.006196021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000106252,0.0002243054,0.8946779,0.0004796765,0.00003103794,0.002871099,0.02011216,0.0003379123,0.000261923,0.001657444,0.0145231,0.06471724],"study_design_scores_gemma":[0.00001790866,0.0004210173,0.8223801,0.001995116,0.00002399615,0.004536557,0.1493775,0.0006407765,0.0001895736,0.00110345,0.0192532,0.00006083589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955791,0.005877816,0.0004701299,0.0822641,0.0003938699,0.00008911571,0.0003727551,0.00001805139,0.01493518],"genre_scores_gemma":[0.9936739,0.002804182,0.0004874944,0.00257098,0.0001660731,0.00004756255,0.00006371166,0.000006073229,0.000180095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106984,"threshold_uncertainty_score":0.05121887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577167989777632,"score_gpt":0.3693954409486324,"score_spread":0.3336237610508561,"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."}}