{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224708,0.001473747,0.002572149,0.0006078989,0.0007175,0.001221086,0.001673686,0.002216874,0.0116071],"category_scores_gemma":[0.006216221,0.0008008689,0.001236274,0.0003262743,0.001158772,0.001029499,0.0009879966,0.002606624,0.001063004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609104,"about_ca_system_score_gemma":0.002758407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214996,"about_ca_topic_score_gemma":0.003199409,"domain_scores_codex":[0.998112,0.0009631621,0.0001604838,0.0003388741,0.0001479224,0.0002776367],"domain_scores_gemma":[0.9970486,0.001144857,0.0005716709,0.0002059207,0.0002040958,0.0008249413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.9000011,0.08176906,0.0004193044,0.0008563302,0.0003514504,0.00003188655,0.0001552063,0.0004680753,0.001155441,0.0002484072,0.0004713109,0.0140724],"study_design_scores_gemma":[0.7438041,0.2516861,0.001687019,0.000100676,0.0002525238,0.000009271185,0.0001068788,0.0009975304,0.0004992273,0.0001690108,0.00066719,0.00002050909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841374,0.0005707143,0.0005617982,0.0002976937,0.0006030998,0.01203516,0.0003440025,0.00007612602,0.001373889],"genre_scores_gemma":[0.9402005,0.0008806338,0.004413732,0.0004724183,0.0003143043,0.0498859,0.0003566361,0.00001304529,0.003462806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116071,"threshold_uncertainty_score":0.03882957,"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."}}