{"id":"W2395071949","doi":"10.1016/s2213-2600(16)30093-5","title":"Effect of non-invasive oxygenation strategies in immunocompromised patients with severe acute respiratory failure: a post-hoc analysis of a randomised trial","year":2016,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Cliniques Universitaires Saint-Luc; Centre Hospitalier Universitaire de Poitiers; Société de Pneumologie de Langue Française; Société de Réanimation de Langue Française","keywords":"Medicine; Post-hoc analysis; Acute respiratory failure; Intensive care medicine; Respiratory failure; Post hoc; Respiratory system; Oxygenation; MEDLINE; Emergency medicine; Internal medicine; Mechanical ventilation","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":[0.006112755,0.003039012,0.007866321,0.0004931338,0.0005982661,0.002316734,0.001461267,0.002900807,0.007221077],"category_scores_gemma":[0.01210457,0.0009991066,0.009279496,0.000599621,0.002307472,0.003035598,0.001073959,0.00518568,0.00077119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142086,"about_ca_system_score_gemma":0.001355779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184006,"about_ca_topic_score_gemma":0.001914812,"domain_scores_codex":[0.9930809,0.004847497,0.0006128801,0.0006594441,0.0002155874,0.0005837372],"domain_scores_gemma":[0.9897417,0.006762397,0.001395432,0.0008983845,0.0003949646,0.0008070639],"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":[0.992213,0.0005718642,0.0002815161,0.0006186017,0.003635748,0.00002246848,0.00002684318,0.0001659102,0.0003365506,0.00004986048,0.000101866,0.001975929],"study_design_scores_gemma":[0.9477943,0.04407123,0.001788442,0.000102419,0.005051926,0.00002357775,0.00005205513,0.0003598826,0.000213547,0.0002457099,0.000265574,0.00003134798],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780718,0.0128381,0.001498112,0.0009469608,0.001741637,0.002607707,0.0008241768,0.00007947898,0.001391985],"genre_scores_gemma":[0.9917123,0.002369162,0.00127571,0.0005797709,0.0006585394,0.001652226,0.0004604709,0.00002712701,0.001264747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007866321,"threshold_uncertainty_score":0.03232771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147697583589881,"score_gpt":0.2899482813581654,"score_spread":0.2751785229991773,"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."}}