{"id":"W2022198125","doi":"10.1378/chest.1112887","title":"Death of a Manikin: Adverse Effects on Learning and Mechanisms","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Session (web analytics); Adverse effect; Cognition; Distress; Medical emergency; Clinical psychology; Psychiatry; Internal medicine","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":[0.001999166,0.0003769082,0.000577021,0.0004805637,0.0005246823,0.0008362771,0.0007788716,0.0009933141,0.009299758],"category_scores_gemma":[0.01639831,0.0002051193,0.0006237657,0.0001614762,0.000571712,0.000678143,0.001041879,0.0009431523,0.001212045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003322218,"about_ca_system_score_gemma":0.0005513765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005188042,"about_ca_topic_score_gemma":0.0004641832,"domain_scores_codex":[0.9987468,0.0006785876,0.0001148886,0.00008936107,0.0002478035,0.0001226071],"domain_scores_gemma":[0.9886948,0.006413457,0.0008269339,0.001753271,0.001392125,0.0009193649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04109755,0.007370667,0.3023352,0.001774773,0.0009482531,0.006215155,0.004289705,0.02945145,0.08761429,0.004786789,0.00600383,0.5081124],"study_design_scores_gemma":[0.001716284,0.07493927,0.5721165,0.001770851,0.001728513,0.03529355,0.006397832,0.06408541,0.1870396,0.01960453,0.03494076,0.0003668421],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903076,0.0009607698,0.003596897,0.0005141547,0.0001254949,0.00008317905,0.0001257907,0.0001099141,0.004176272],"genre_scores_gemma":[0.9970926,0.0003398649,0.001136099,0.0001253698,0.00002930809,0.0000471136,0.00007637066,0.00001691936,0.001136244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009299758,"threshold_uncertainty_score":0.03111076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05192512909099876,"score_gpt":0.326992219639007,"score_spread":0.2750670905480082,"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."}}