{"id":"W2058384678","doi":"10.1007/s00134-013-3145-z","title":"Impact of the humidification device on intubation rate during noninvasive ventilation with ICU ventilators: results of a multicenter randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Anesthesia; Intubation; Clinical endpoint; Ventilation (architecture); Anesthesiology; Randomized controlled trial; Respiratory failure; Work of breathing; Humidifiers; Mechanical ventilation; Spontaneous breathing trial; Respiratory rate; Surgery; Internal medicine; Heart rate","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":[0.00441221,0.002392082,0.006093555,0.0004761052,0.000677519,0.0021494,0.001948339,0.003757107,0.003760091],"category_scores_gemma":[0.008298867,0.0011852,0.00492092,0.000757547,0.002375463,0.001905812,0.0006648758,0.004287398,0.0005041108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053314,"about_ca_system_score_gemma":0.001274452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631983,"about_ca_topic_score_gemma":0.001452437,"domain_scores_codex":[0.9961481,0.00226394,0.0003647314,0.0006404399,0.0002819636,0.0003009693],"domain_scores_gemma":[0.9940504,0.002935757,0.00172391,0.0004341448,0.0002935775,0.0005621767],"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":[0.9909089,0.001933104,0.0006624774,0.000654479,0.002708103,0.0000186499,0.00002989676,0.000103003,0.000485947,0.00003607459,0.0001421703,0.0023171],"study_design_scores_gemma":[0.949285,0.0417657,0.003008266,0.00009840133,0.004855288,0.00001924297,0.00003645203,0.0003612642,0.0002885421,0.0000897611,0.0001648871,0.00002722331],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844308,0.01032701,0.0006709698,0.0004951346,0.0008251432,0.001840727,0.0004347306,0.00005693553,0.0009185731],"genre_scores_gemma":[0.9908903,0.002982029,0.001516377,0.0006657383,0.0008114437,0.001809717,0.0004344398,0.00002634275,0.0008635847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006093555,"threshold_uncertainty_score":0.02333426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673777893502174,"score_gpt":0.3106187769296285,"score_spread":0.2938809979946067,"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."}}