{"id":"W3037439682","doi":"10.1016/j.jtcvs.2020.06.060","title":"The cardiothoracic surgery trainee experience during the coronavirus disease 2019 (COVID-19) pandemic: Global insights and opportunities for ongoing engagement","year":2020,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cardiothoracic surgery; Coronavirus; Medicine; Disease; Intensive care medicine; Virology; Infectious disease (medical specialty); Internal medicine; Surgery; Outbreak","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":[0.01409588,0.003542589,0.003615147,0.003770132,0.003751985,0.01249389,0.003664924,0.0211883,0.01402552],"category_scores_gemma":[0.04787768,0.001149896,0.002646622,0.002013195,0.002655671,0.006632097,0.002652098,0.02321529,0.00657598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761345,"about_ca_system_score_gemma":0.007808249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002779997,"about_ca_topic_score_gemma":0.009035676,"domain_scores_codex":[0.991507,0.002076728,0.001346398,0.0007583671,0.003583265,0.0007283591],"domain_scores_gemma":[0.9464859,0.0320947,0.002382238,0.0006267605,0.01177412,0.006636247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003696234,0.00001930856,0.0001042669,0.000613467,0.00002498951,0.0001264443,0.0000866604,0.00002333579,0.00003361914,0.0003143723,0.9899696,0.008646937],"study_design_scores_gemma":[0.00009880376,0.00007583736,0.0009911133,0.003179191,0.0001363816,0.000313913,0.0006872601,0.0001461469,0.00008794562,0.001222434,0.9930094,0.0000514559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006345455,0.005449048,0.00005277587,0.05242298,0.9408004,0.00001724501,0.00006421172,0.00002307611,0.00110681],"genre_scores_gemma":[0.0005378044,0.008362579,0.00005422642,0.017735,0.9701393,0.00002620004,0.00002858202,0.00001915622,0.003097185],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0211883,"threshold_uncertainty_score":0.07454705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2022485566270446,"score_gpt":0.4239363591468399,"score_spread":0.2216878025197953,"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."}}