{"id":"W3176388314","doi":"10.1097/bpo.0000000000001887","title":"Survey of the Impact of COVID-19 on Pediatric Orthopaedic Surgeons Globally","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Orthopedic surgery; MEDLINE; Coronavirus Infections; Pandemic; Surgery; Virology; Pathology; Infectious disease (medical specialty); Disease","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":[0.003669501,0.0002500718,0.0002118005,0.001156266,0.0003591806,0.0005315776,0.0004321455,0.0004351415,0.003218572],"category_scores_gemma":[0.01113245,0.0002499886,0.0002890019,0.001612965,0.0004789816,0.0009262256,0.001450696,0.0006886288,0.001037427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007570876,"about_ca_system_score_gemma":0.001370447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912816,"about_ca_topic_score_gemma":0.005780312,"domain_scores_codex":[0.996953,0.001025386,0.0004995276,0.0002874853,0.0008260612,0.0004084708],"domain_scores_gemma":[0.9855027,0.002531718,0.007087837,0.0003557145,0.002658529,0.00186353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003720686,0.0000908842,0.9838932,0.0002039753,0.00001851097,0.0001162053,0.002154066,0.00006527853,0.00036567,0.00003398908,0.003033345,0.009987783],"study_design_scores_gemma":[0.000005133443,0.0002648702,0.9892269,0.000106484,0.000006072087,0.0002754351,0.005382748,0.0000751408,0.0001408026,0.00001404695,0.004493062,0.000009138836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872544,0.000364856,0.0002409484,0.0009330369,0.0000307243,0.0002351114,0.006617876,0.0000239345,0.004299057],"genre_scores_gemma":[0.9906844,0.001245325,0.001366539,0.001119223,0.000062286,0.0006202291,0.00387149,0.00001218084,0.001018309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003912816,"threshold_uncertainty_score":0.01940638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06947343481711327,"score_gpt":0.3896105620511606,"score_spread":0.3201371272340474,"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."}}