{"id":"W1977512392","doi":"10.1002/ppul.23024","title":"Noninvasive mechanical ventilation and mechanical in‐exsufflator: A definitive solid combination? Some key methodology considerations","year":2014,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilator; General hospital; Library science; Mechanical ventilation; Humanities; Pediatrics; Internal medicine; Art; Computer science","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":[0.03264084,0.001954674,0.004725726,0.002272981,0.002868328,0.009229446,0.006636773,0.03913985,0.00665431],"category_scores_gemma":[0.09851977,0.001543297,0.002677938,0.001196317,0.01017303,0.01801339,0.004065372,0.04853115,0.004848531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00476842,"about_ca_system_score_gemma":0.00452433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027217,"about_ca_topic_score_gemma":0.002742796,"domain_scores_codex":[0.9723551,0.01261774,0.005473943,0.002470562,0.005806031,0.001276576],"domain_scores_gemma":[0.9181976,0.06077025,0.004443592,0.002894945,0.01017873,0.003514987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006710112,0.0005448063,0.01192329,0.001634952,0.0004448499,0.05218585,0.001095316,0.001647066,0.001622604,0.1079193,0.6120988,0.2082122],"study_design_scores_gemma":[0.0006503116,0.000656745,0.003884004,0.00370367,0.0004339814,0.09671865,0.00303917,0.005830261,0.001296523,0.3579967,0.525202,0.0005880162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008873683,0.01272837,0.006462357,0.9645061,0.01231648,0.00004802856,0.00005760855,0.00006814904,0.002925449],"genre_scores_gemma":[0.02716791,0.0164395,0.02515546,0.6722454,0.2559076,0.0003083141,0.0001165287,0.0001109632,0.00254832],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03913985,"threshold_uncertainty_score":0.1726233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731821338620891,"score_gpt":0.3223701043986439,"score_spread":0.2491879705365548,"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."}}