{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004914102,0.0002245889,0.0007257417,0.0001601603,0.0002392316,0.0001308301,0.0001303675,0.00006240047,0.0002870925],"category_scores_gemma":[0.006912681,0.0001642295,0.000584485,0.0001125354,0.00007120024,0.0001274509,0.00001560407,0.0004495034,0.00006264762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727459,"about_ca_system_score_gemma":0.0004625448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.049833e-7,"about_ca_topic_score_gemma":2.429694e-7,"domain_scores_codex":[0.9971275,0.0007949527,0.0009106327,0.000246307,0.0005170189,0.0004035719],"domain_scores_gemma":[0.9969519,0.001291035,0.0003622356,0.0001863193,0.0003245904,0.0008838584],"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":[0.9823376,0.0002009769,0.000230811,0.000007302684,0.0002778469,0.0003085835,0.001209691,0.0009980528,0.0005317579,0.0001295329,0.001265166,0.01250268],"study_design_scores_gemma":[0.8186885,0.001515879,0.0002310839,0.00003536407,0.0001576691,0.0001420476,0.000338878,0.0005605714,0.00003198039,0.00006739772,0.1780747,0.0001559552],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039453,0.0003486585,0.003712008,0.0001289146,0.001741816,0.002966959,0.00000463827,0.0001427372,0.08700895],"genre_scores_gemma":[0.9916386,0.000002314759,0.0005103059,0.001992325,0.005272026,0.0000283438,0.000004980936,0.00006600445,0.000485081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768095,"threshold_uncertainty_score":0.8275624,"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."}}