{"id":"W4400293170","doi":"10.3390/children11070793","title":"A Randomized Controlled Simulation Trial of a Neonatal Resuscitation Digital Game Simulator for Labour and Delivery Room Staff","year":2024,"lang":"en","type":"article","venue":"Children","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"Alberta Innovates; Women and Children's Health Research Institute","keywords":"Simulation; Randomized controlled trial; Resuscitation; Neonatal resuscitation; Computer science; Medicine; Anesthesia; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005972583,0.0001631574,0.0008125327,0.0002759434,0.00005259836,0.0000839546,0.00004124969,0.0001225521,0.00004263299],"category_scores_gemma":[0.001927571,0.0001318978,0.0002856218,0.0002026945,0.00007088605,0.0002310828,0.00001244723,0.0001102055,0.000004972537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006952009,"about_ca_system_score_gemma":0.0004086117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004339325,"about_ca_topic_score_gemma":0.000001805162,"domain_scores_codex":[0.9983847,0.00009748268,0.0007542672,0.0003047205,0.0002930931,0.0001657155],"domain_scores_gemma":[0.9938384,0.005198447,0.0001869826,0.0001882188,0.0004715326,0.0001163777],"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":[0.9687939,0.0001403059,0.003539924,0.0003761866,0.0004766943,0.000001273107,0.002410537,0.0163197,0.00002041022,0.001191928,0.00009773559,0.006631359],"study_design_scores_gemma":[0.7587659,0.0004122306,0.00476897,0.0002232748,0.0003200986,0.000003049837,0.0002211528,0.2338722,0.00003442371,0.001188709,0.00007426726,0.0001157185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845508,0.001521889,0.005140813,0.0006551336,0.0005483608,0.007223246,0.0002295208,0.0001059908,0.00002426789],"genre_scores_gemma":[0.9978512,0.00001805839,0.0003048432,0.00007038029,0.0006852815,0.0002475784,0.0005657899,0.00003475914,0.000222138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175525,"threshold_uncertainty_score":0.5378636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827760981498872,"score_gpt":0.3316812263261512,"score_spread":0.3134036165111625,"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."}}