{"id":"W4400747129","doi":"10.1016/j.resplu.2024.100721","title":"Assessing the human factors involved in chest compression with superimposed sustained inflation during neonatal and paediatric resuscitation: A randomized crossover study","year":2024,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Crossover study; Crossover; Resuscitation; Neonatal resuscitation; Medicine; Randomized controlled trial; Intensive care medicine; Cardiopulmonary resuscitation; Compression (physics); Anesthesia; Pediatrics; Emergency medicine; Internal medicine; Computer science; Physics; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273648,0.0002888586,0.0005427499,0.0006129806,0.0004829497,0.0006444321,0.00007709697,0.0001285604,0.000009758636],"category_scores_gemma":[0.0005383861,0.0001778658,0.0001283554,0.001143529,0.0002570525,0.0009797588,0.00005853652,0.0004243839,0.000003172819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003352185,"about_ca_system_score_gemma":0.0002687671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001899755,"about_ca_topic_score_gemma":0.0001953719,"domain_scores_codex":[0.9972924,0.0005219302,0.000654685,0.0005131834,0.000713754,0.0003040263],"domain_scores_gemma":[0.9979538,0.001270026,0.0001641519,0.0002563263,0.0002356886,0.000120064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04618219,0.0003598947,0.7805559,0.002805551,0.0007006126,0.0007366827,0.1383315,0.004093569,0.02238992,0.001957916,0.0001249124,0.001761392],"study_design_scores_gemma":[0.07779969,0.00008628546,0.8809482,0.0004645567,0.0002548124,0.000005279419,0.0329978,0.006728051,0.0001806698,0.0002632347,0.0000319823,0.0002394041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948289,0.0006864276,0.0003214968,0.0006497913,0.0005057575,0.002584645,0.00000532589,0.0001632845,0.0002543583],"genre_scores_gemma":[0.9990343,0.00003143643,0.0001684203,0.00002349574,0.0002813444,0.0001366721,0.0001963276,0.00004552507,0.00008252233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053337,"threshold_uncertainty_score":0.7253157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759549698569522,"score_gpt":0.3130591189724973,"score_spread":0.295463621986802,"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."}}