{"id":"W4388994315","doi":"10.21203/rs.3.rs-3636450/v1","title":"360-Degree Virtual Reality Video to Teach Neonatal Resuscitation: An Exploratory Development Study.","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; SickKids Foundation; Hospital for Sick Children","funders":"Université de Montréal","keywords":"Virtual reality; Multimedia; Neonatal resuscitation; Exploratory research; Resource (disambiguation); Cognitive load; Cognition; Computer science; Psychology; Human–computer interaction; Medicine; Resuscitation; Emergency medicine","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":[0.004186784,0.0005333412,0.0003465397,0.0008467953,0.0005660688,0.0005810703,0.000940554,0.0004952632,0.0021852],"category_scores_gemma":[0.007045995,0.0003359352,0.0003443612,0.0003422611,0.0003701301,0.0005529781,0.0008445889,0.0004617755,0.0004110607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736459,"about_ca_system_score_gemma":0.0007164259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870828,"about_ca_topic_score_gemma":0.001248494,"domain_scores_codex":[0.9984704,0.001029857,0.00005892216,0.00009271216,0.0002149062,0.0001332176],"domain_scores_gemma":[0.996988,0.001943876,0.0001999756,0.00008780992,0.0003853374,0.0003950318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003432698,0.0611305,0.06320727,0.003990414,0.0001240524,0.01026642,0.1874215,0.002515835,0.1026177,0.001846822,0.00448331,0.5589635],"study_design_scores_gemma":[0.003356327,0.2845985,0.2982767,0.0017298,0.0003943596,0.01842455,0.188943,0.009656861,0.09757262,0.0009355422,0.09575343,0.0003584157],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99522,0.0001463283,0.001530003,0.00007311097,0.00001526918,0.001166105,0.00009379517,0.00001771957,0.00173762],"genre_scores_gemma":[0.9602779,0.001340015,0.02925998,0.0001879457,0.00003148754,0.003649138,0.0003590125,0.00004507083,0.004849446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004186784,"threshold_uncertainty_score":0.02214205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3907349224359714,"score_gpt":0.5268473995117114,"score_spread":0.1361124770757401,"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."}}