{"id":"W2519011398","doi":"10.1016/j.amj.2016.07.028","title":"STARS Mobile Simulation Education Program Evaluation and Needs Assessment","year":2016,"lang":"en","type":"article","venue":"Air Medical Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Critically ill; Chain of survival; Pilot program; Medical education; Quality (philosophy); Resuscitation; Stars; Medical emergency; Medicine; Psychology; Computer science; Intensive care medicine; Basic life support; Emergency medicine; Cardiopulmonary resuscitation","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02246631,0.0006689201,0.0009847104,0.0032712,0.001244727,0.001490404,0.001226487,0.000802319,0.00671532],"category_scores_gemma":[0.0327836,0.0005172126,0.001507348,0.001585055,0.0005679365,0.001497379,0.002704145,0.001005156,0.002300037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004854171,"about_ca_system_score_gemma":0.01541358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005377894,"about_ca_topic_score_gemma":0.008643724,"domain_scores_codex":[0.9855177,0.007430182,0.001707654,0.0006096654,0.003426,0.001308766],"domain_scores_gemma":[0.963365,0.00860856,0.002981916,0.001617593,0.01922325,0.004203672],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02149717,0.06608791,0.3903563,0.00121727,0.0004371317,0.00030078,0.01107441,0.008765873,0.003330052,0.002324332,0.01268399,0.4819248],"study_design_scores_gemma":[0.007279643,0.1216019,0.7300063,0.001408174,0.001061333,0.0005195612,0.02791121,0.02997186,0.02352678,0.002044958,0.05433416,0.0003340757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969153,0.0001075075,0.003433878,0.001007,0.00008026794,0.01080344,0.002115308,0.0002300214,0.01306948],"genre_scores_gemma":[0.9511905,0.00028352,0.01788265,0.0003006555,0.00005012492,0.01860918,0.004099295,0.00008506832,0.007499021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9775337,"threshold_uncertainty_score":0.1188146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020312340499391,"score_gpt":0.4750074673137179,"score_spread":0.434804343908724,"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."}}