{"id":"W4366083408","doi":"10.1007/s00464-023-09995-8","title":"Virtual fundamentals of laparoscopic surgery (FLS) boot-camp using telesimulation: an educational solution during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Michener Institute; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Boot camp; Abdominal surgery; Laparoscopy; Hepatology; General surgery; Laparoscopic surgery; Surgery; Virology; Internal medicine; Computer science; Library science","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":[0.0007238463,0.0004425495,0.0001182629,0.000268349,0.001330659,0.0009006655,0.0007750859,0.0008747227,0.01440716],"category_scores_gemma":[0.001993458,0.0001167968,0.0002456255,0.0001114066,0.0004710098,0.0005887693,0.00314918,0.001644741,0.002152212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004441756,"about_ca_system_score_gemma":0.001997948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129254,"about_ca_topic_score_gemma":0.006067268,"domain_scores_codex":[0.9996127,0.0001181891,0.00000724465,0.00003406489,0.00006587544,0.0001618441],"domain_scores_gemma":[0.9988903,0.0001109243,0.00005458501,0.00004877417,0.0001221905,0.00077324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000787814,0.004011844,0.01661332,0.0004514334,0.00002843384,0.001817766,0.008202171,0.003634417,0.0142699,0.0106091,0.1741307,0.7654432],"study_design_scores_gemma":[0.0008207571,0.01079986,0.11515,0.001959096,0.0001150458,0.006061845,0.04985681,0.03253692,0.01913016,0.02833483,0.7348711,0.0003636483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7158942,0.001507038,0.04110401,0.03298869,0.006557902,0.0008536807,0.0005070534,0.002105858,0.1984815],"genre_scores_gemma":[0.9085317,0.0009540248,0.04097205,0.003636237,0.0009213464,0.0003580375,0.0003795171,0.0001663864,0.04408074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440716,"threshold_uncertainty_score":0.04819673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303874363142124,"score_gpt":0.3991113250560023,"score_spread":0.2687238887417899,"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."}}