{"id":"W2890956573","doi":"10.1186/s13613-018-0432-4","title":"High-flow nasal oxygen versus noninvasive ventilation in adult patients with cystic fibrosis: a randomized crossover physiological study","year":2018,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); St. Michael's Hospital; University of Toronto","funders":"European Society of Intensive Care Medicine; Cystic Fibrosis Canada","keywords":"Medicine; Anesthesia; Ventilation (architecture); Crossover study; Work of breathing; Respiratory rate; Nasal cannula; Fraction of inspired oxygen; Hypoxemia; Dead space; Spontaneous breathing trial; Cystic fibrosis; Cardiology; Heart rate; Internal medicine; Mechanical ventilation; Surgery; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001155047,0.0002083462,0.0007831964,0.0001271385,0.00004800352,0.00001191126,0.00008494107,0.0001073021,0.00008889684],"category_scores_gemma":[0.003674753,0.0001391834,0.0001642711,0.0001876764,0.0002150863,0.00009683157,0.00005047389,0.0001371218,0.00002721127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003086304,"about_ca_system_score_gemma":0.00009054614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008160097,"about_ca_topic_score_gemma":0.00005364122,"domain_scores_codex":[0.9985307,0.0001074859,0.0004044651,0.0003368545,0.0003629313,0.0002575558],"domain_scores_gemma":[0.9793161,0.0001137866,0.000221495,0.0002416778,0.02001,0.00009697053],"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":[0.9489653,0.0007122903,0.0246256,0.0001632562,0.0007508575,0.0002095158,0.01362838,0.00002480333,0.004874008,0.00008679623,0.00515185,0.0008073514],"study_design_scores_gemma":[0.5351882,0.03186384,0.2994378,0.001188061,0.0005567789,0.000003314786,0.05459483,0.00009367461,0.0763419,0.000115738,0.00007813408,0.0005377009],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978327,0.00006116175,0.00004425837,0.0001231012,0.0003776496,0.001425953,0.00004327455,0.0000215417,0.00007043179],"genre_scores_gemma":[0.9963264,0.000006311773,0.0002835781,0.002973949,0.0001348566,0.00007765945,0.0001516939,0.00002051812,0.00002496277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4137771,"threshold_uncertainty_score":0.5675733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560088072066876,"score_gpt":0.313731523034355,"score_spread":0.2781306423136863,"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."}}