{"id":"W4284989402","doi":"10.1007/s00383-022-05156-5","title":"Virtual curriculum delivery in the COVID-19 era: the pediatric surgery boot camp v2.0","year":2022,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; McGill University; Izaak Walton Killam Health Centre; Montreal Children's Hospital; Dalhousie University; British Columbia Children's Hospital","funders":"Vanderbilt University","keywords":"Curriculum; Medicine; Pediatric surgery; Medical education; Coronavirus disease 2019 (COVID-19); Stakeholder; Stakeholder engagement; Knowledge retention; Nursing; Surgery; Pedagogy; Psychology; Public relations; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004227106,0.0002505498,0.0003989558,0.001147558,0.0005000706,0.00004789987,0.0003573255,0.00005460751,0.002910553],"category_scores_gemma":[0.002140661,0.0001724271,0.0003029756,0.001649989,0.0000530777,0.0001750435,0.0001783904,0.0008052959,0.00006673772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342002,"about_ca_system_score_gemma":0.001759804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286406,"about_ca_topic_score_gemma":0.00008102999,"domain_scores_codex":[0.995539,0.0006207834,0.001086044,0.0004363813,0.001776217,0.0005415372],"domain_scores_gemma":[0.9922451,0.006527886,0.0004817442,0.0003634728,0.0001566276,0.0002251904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008456002,0.0002290177,0.6375446,0.00002987374,0.00002310283,0.0002225184,0.0006009225,0.00006080577,8.070217e-7,0.0001053481,0.3587427,0.00235574],"study_design_scores_gemma":[0.001617899,0.000173682,0.703549,0.000005127032,0.0002894136,0.001250203,0.005407666,0.0004208632,0.000002224496,0.0001576619,0.28674,0.0003863163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598702,0.0008628296,0.0001255079,0.03426922,0.003785256,0.0006219234,0.0001290944,0.00008394491,0.0002520859],"genre_scores_gemma":[0.9668228,0.001589237,0.00001838834,0.02352115,0.006521087,0.0005203089,0.0007491449,0.00003016236,0.000227725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07200272,"threshold_uncertainty_score":0.9980009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115173110135788,"score_gpt":0.3267880829724343,"score_spread":0.2856363518710764,"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."}}