{"id":"W1839856391","doi":"10.1183/13993003.02352-2015","title":"Simulator training for endobronchial ultrasound: a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Endobronchial ultrasound; Training (meteorology); Randomized controlled trial; Physical therapy; Ultrasound; Simulation training; Medical physics; Simulation; Surgery; Radiology; Bronchoscopy","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":[0.003687275,0.001542791,0.003948588,0.0005909852,0.0005558241,0.001065431,0.001520737,0.00386451,0.009681713],"category_scores_gemma":[0.006086596,0.0007781798,0.002110408,0.000563147,0.001480392,0.001126466,0.0007160641,0.002153769,0.0008072967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099921,"about_ca_system_score_gemma":0.002312257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853897,"about_ca_topic_score_gemma":0.001693794,"domain_scores_codex":[0.9972276,0.001856563,0.000240924,0.0002980591,0.0001459448,0.0002308192],"domain_scores_gemma":[0.996702,0.001673635,0.00052494,0.0002124799,0.0001888182,0.0006981734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9731162,0.01162225,0.000440092,0.001703509,0.0005861526,0.00003256814,0.00008667314,0.0003043214,0.0005318579,0.0001134732,0.0003687508,0.0110941],"study_design_scores_gemma":[0.857782,0.1390115,0.001444947,0.000158938,0.0004118619,0.00001144343,0.00004555836,0.0004351911,0.00012557,0.0001048144,0.0004513535,0.00001679054],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747931,0.008135986,0.0008187958,0.0006752078,0.001207574,0.01236115,0.0004762805,0.0001290194,0.001402886],"genre_scores_gemma":[0.9607911,0.004272884,0.003201392,0.0007953217,0.0007100285,0.02754466,0.0004584938,0.00001656671,0.002209666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009681713,"threshold_uncertainty_score":0.03238851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275020642878538,"score_gpt":0.3429686625134608,"score_spread":0.215466598225607,"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."}}