{"id":"W1990420778","doi":"10.1164/rccm.201407-1357im","title":"Three-Dimensional Modeled Custom-made Noninvasive Positive Pressure Ventilation Masks in an Infant","year":2014,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Noninvasive ventilation; Positive pressure ventilation; Ventilation (architecture); Positive-Pressure Respiration; Intensive care medicine; Mechanical ventilation; Anesthesia; Respiratory failure; 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":[0.0001672099,0.0003551382,0.0002036703,0.0001609987,0.0002903415,0.0004126646,0.000702148,0.001126973,0.001416459],"category_scores_gemma":[0.0007543798,0.0002518808,0.0003374165,0.00007550295,0.0004348675,0.0002443341,0.0004758285,0.000401105,0.0002270589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157261,"about_ca_system_score_gemma":0.00059472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688606,"about_ca_topic_score_gemma":0.005130126,"domain_scores_codex":[0.9998612,0.0000250528,0.00001287631,0.00001868488,0.00005871537,0.00002335514],"domain_scores_gemma":[0.9998286,0.00008226066,0.00002915283,0.00001687455,0.00001460938,0.00002841603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002981616,0.001422329,0.08080489,0.0004911938,0.0001476949,0.2639964,0.002924995,0.1663687,0.358487,0.005481765,0.003387005,0.1135065],"study_design_scores_gemma":[0.0002027124,0.007606878,0.2013834,0.0001675141,0.0003936475,0.1730149,0.002195673,0.4730256,0.1222576,0.00213304,0.01716989,0.0004492296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848002,0.0001340193,0.01228803,0.0004066605,0.00006512061,0.00005293991,0.0002045525,0.0001286444,0.001919814],"genre_scores_gemma":[0.9890448,0.0001298589,0.008733218,0.00006711396,0.00001283064,0.00002168101,0.00007845205,0.00002600744,0.001886086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688606,"threshold_uncertainty_score":0.007334292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568418422510644,"score_gpt":0.3105795541022178,"score_spread":0.2948953698771113,"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."}}