{"id":"W2891184698","doi":"10.1111/pan.13389","title":"Artificial ventilation during transport: A randomized crossover study of manual resuscitators with comparison to mechanical ventilators in a simulation model","year":2018,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Anesthesia; Mean airway pressure; Peak inspiratory pressure; Ventilation (architecture); Airway; Mechanical ventilator; Mechanical ventilation; Crossover study; Resuscitation; Tidal volume; Respiratory system; Internal medicine; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004712823,0.001882629,0.003283259,0.0008506569,0.0005513867,0.001383413,0.00156813,0.002423504,0.003969179],"category_scores_gemma":[0.005653694,0.001057071,0.001866183,0.0004822203,0.001697313,0.001112875,0.000702651,0.002392226,0.0004328697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321192,"about_ca_system_score_gemma":0.002123379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618077,"about_ca_topic_score_gemma":0.001206714,"domain_scores_codex":[0.9969833,0.001636431,0.0002412171,0.0004765687,0.000257621,0.0004047285],"domain_scores_gemma":[0.994382,0.002088547,0.001217552,0.0005443732,0.0004936552,0.001273987],"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":[0.852787,0.1368594,0.0008592667,0.0002327727,0.0004568027,0.00002726765,0.00009881581,0.001187018,0.003948494,0.00009744482,0.0001861725,0.003259627],"study_design_scores_gemma":[0.2701572,0.7215943,0.00235426,0.00002901552,0.0005018034,0.000009483851,0.000075616,0.003217962,0.001596666,0.0001240017,0.0002964395,0.00004326822],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959164,0.0001363124,0.0005799994,0.0000630599,0.0001843069,0.002766391,0.0001510255,0.00002209401,0.0001804477],"genre_scores_gemma":[0.9804239,0.0004622675,0.00324671,0.0001938314,0.0003198167,0.01376532,0.0003282902,0.00001449154,0.001245445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004712823,"threshold_uncertainty_score":0.0249241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668624395369223,"score_gpt":0.3122315617117649,"score_spread":0.2955453177580727,"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."}}