{"id":"W2788859156","doi":"10.1155/2018/6518572","title":"Cost Analysis of Noninvasive Helmet Ventilation Compared with Use of Noninvasive Face Mask in ARDS","year":2018,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Queen's University; University of Ottawa","funders":"","keywords":"Medicine; ARDS; Emergency medicine; Intubation; Intensive care unit; Randomized controlled trial; Ventilation (architecture); Population; Mortality rate; Intensive care medicine; Mechanical ventilation; Anesthesia; Surgery; Lung; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005248418,0.0002090867,0.0007625,0.002276112,0.0001059594,0.00003593127,0.000146538,0.0001511481,0.0006737701],"category_scores_gemma":[0.0001478261,0.0001840126,0.0002126062,0.001545666,0.0002368206,0.0002410744,0.00001516009,0.0003306096,0.00001055322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415815,"about_ca_system_score_gemma":0.003090637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440862,"about_ca_topic_score_gemma":0.1484145,"domain_scores_codex":[0.9979649,0.0001253845,0.000736861,0.0002593673,0.0004788238,0.0004346934],"domain_scores_gemma":[0.9973233,0.00005956612,0.0005563579,0.0003974947,0.0008464485,0.0008168491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084205,0.0001449662,0.9602515,0.0000804259,0.002012876,0.00241321,0.002876935,0.0008819648,0.02283327,0.0001557072,0.001569057,0.005695877],"study_design_scores_gemma":[0.004463587,0.002712828,0.7895451,0.0006762496,0.002359814,0.0003287525,0.003368539,0.0005266772,0.1366316,0.0000243989,0.05887309,0.0004893395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996313,0.0001390993,0.00205898,0.00005872196,0.0001479637,0.0004125017,0.0001222526,0.000006564537,0.0007409406],"genre_scores_gemma":[0.9979861,0.000009317376,0.00076746,0.0009013626,0.0001221504,0.000007839783,0.00002875547,0.00002811713,0.0001488639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707064,"threshold_uncertainty_score":0.8671247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682027185745243,"score_gpt":0.2978760195910806,"score_spread":0.2310557477336282,"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."}}