{"id":"W3107894586","doi":"10.2196/24166","title":"Comparing Basic Life Support Serious Gaming Scores With Hands-on Training Platform Performance Scores: Pilot Simulation Study for Basic Life Support Training","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basic life support; Checklist; Computer science; Protocol (science); Data collection; Bluetooth; Multimedia; Cardiopulmonary resuscitation; Simulation; Medicine; Psychology; Wireless","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002801191,0.0008168973,0.000762497,0.0006083347,0.0003731706,0.000530704,0.0007343164,0.0007974683,0.004652985],"category_scores_gemma":[0.003987541,0.0003836444,0.001059616,0.0002170223,0.0005830511,0.0005779121,0.0007838054,0.001146257,0.0007537607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000511217,"about_ca_system_score_gemma":0.0009252521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488878,"about_ca_topic_score_gemma":0.001685877,"domain_scores_codex":[0.9988273,0.000422748,0.00008535504,0.0001765105,0.0002366821,0.000251332],"domain_scores_gemma":[0.9969695,0.001037551,0.0002715171,0.0002485541,0.0005030789,0.0009697601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0698343,0.5778965,0.1256514,0.001443848,0.0008272798,0.001145826,0.005848939,0.01655135,0.06379662,0.000849492,0.003203296,0.1329512],"study_design_scores_gemma":[0.004688181,0.7855555,0.1815532,0.00008746504,0.0002979042,0.0002318326,0.001305701,0.01187639,0.01206862,0.0002815721,0.00193529,0.0001182881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982065,0.00002139374,0.0005965405,0.00001736539,0.00001542443,0.0007459839,0.00009197048,0.00001220843,0.0002926316],"genre_scores_gemma":[0.9917864,0.00006839987,0.00346243,0.00004591572,0.00002044946,0.002839929,0.000310377,0.00001026763,0.001455713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004652985,"threshold_uncertainty_score":0.01556575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169977389402845,"score_gpt":0.3663655326197024,"score_spread":0.1963881432168574,"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."}}