{"id":"W2328628974","doi":"10.1097/sih.0000000000000033","title":"An Innovative Pediatric Chest Tube Insertion Task Trainer Simulation","year":2014,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Toronto Public Health","funders":"","keywords":"Trainer; Usability; Curriculum; Task (project management); Medical education; Likert scale; Medicine; Psychology; Computer science; Engineering; Pedagogy; Human–computer interaction","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":[0.0008457526,0.0005203139,0.0001796639,0.0002533148,0.0002225324,0.0003903433,0.0008612502,0.0005273633,0.006985762],"category_scores_gemma":[0.002886214,0.0002082902,0.0003436068,0.0001407563,0.0002358894,0.0004813856,0.001147969,0.0004912426,0.0009619733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552962,"about_ca_system_score_gemma":0.00122598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009663302,"about_ca_topic_score_gemma":0.001137392,"domain_scores_codex":[0.9996374,0.0001404142,0.00002627626,0.00005102293,0.00009294471,0.00005185866],"domain_scores_gemma":[0.9990073,0.0004585639,0.00009628922,0.0001011356,0.0001140632,0.0002225858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00282375,0.009394782,0.1180761,0.001933329,0.0001123392,0.005169058,0.009863611,0.1305314,0.1493041,0.005793591,0.02668265,0.5403152],"study_design_scores_gemma":[0.001799763,0.03202718,0.146293,0.0008221664,0.000290375,0.01552057,0.004144218,0.4653584,0.09817253,0.003238799,0.2319205,0.0004125365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232689,0.0001284413,0.1605226,0.0006479949,0.0001069681,0.002045324,0.001116334,0.001533944,0.0106295],"genre_scores_gemma":[0.801466,0.0003377126,0.1875532,0.0002097144,0.00004555849,0.001542327,0.001733197,0.0001086116,0.007003616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006985762,"threshold_uncertainty_score":0.02336967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312659519640333,"score_gpt":0.3716020094932557,"score_spread":0.3384754142968524,"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."}}