{"id":"W1896441465","doi":"10.1002/lary.24754","title":"Emergencies in otolaryngology–head and neck surgery bootcamp: A novel canadian experience","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Medical education; Otorhinolaryngology; Attendance; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009362815,0.0003876507,0.0002059434,0.0004220156,0.007246565,0.001169339,0.0008786246,0.0006106662,0.004298653],"category_scores_gemma":[0.001460476,0.0003331628,0.0002821376,0.0007722118,0.001692678,0.0006340143,0.001884877,0.001423205,0.0003004668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0226148,"about_ca_system_score_gemma":0.05318159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.920949,"about_ca_topic_score_gemma":0.9885319,"domain_scores_codex":[0.9992989,0.0001141255,0.00001413535,0.00006742508,0.0001934704,0.0003119113],"domain_scores_gemma":[0.9983037,0.00009097062,0.00008410022,0.00002187828,0.0002366363,0.001262747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009741174,0.00318898,0.4101759,0.0008730254,0.00006637593,0.01542092,0.3479635,0.001299285,0.01152448,0.003638413,0.06287862,0.1419963],"study_design_scores_gemma":[0.0001453527,0.002220945,0.4790093,0.0003855565,0.00004074653,0.006494132,0.3517238,0.0008418792,0.001536625,0.0003407012,0.1570761,0.0001848468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883188,0.0003417332,0.0002545828,0.002412715,0.0001551127,0.0001417694,0.0002251505,0.00001584203,0.00813424],"genre_scores_gemma":[0.989324,0.001092945,0.0009189263,0.001065823,0.00006538234,0.00004665295,0.0001936344,0.00001486873,0.007277772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07905096,"threshold_uncertainty_score":0.1640826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222670475165215,"score_gpt":0.2926523390535681,"score_spread":0.250425634301916,"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."}}