{"id":"W4409683406","doi":"10.1007/s00134-025-07890-5","title":"Outcomes in immunocompromised patients with acute hypoxemic respiratory failure treated by high-flow nasal oxygen","year":2025,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Intensive care medicine; Respiratory failure; Acute respiratory failure; Nasal cannula; Anesthesia; Surgery; 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":[0.0003009806,0.0002487122,0.0004491608,0.000351005,0.0006130253,0.0009534172,0.0002693761,0.0005164184,0.001556278],"category_scores_gemma":[0.001954963,0.0001247553,0.0006143455,0.0004654739,0.0003594189,0.0005334525,0.0006637818,0.000626453,0.0001382864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423845,"about_ca_system_score_gemma":0.0003560084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517485,"about_ca_topic_score_gemma":0.00196353,"domain_scores_codex":[0.9996843,0.00008765129,0.00003799848,0.00004006381,0.00004036786,0.0001095224],"domain_scores_gemma":[0.9990565,0.0001719708,0.0004167458,0.00003471737,0.00005498073,0.0002650172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00161382,0.0003015106,0.9903615,0.00005189644,0.0001628395,0.001902574,0.0002478534,0.0002224807,0.0002946677,0.00008956064,0.0002500066,0.004501344],"study_design_scores_gemma":[0.0001218597,0.002025428,0.9929892,0.00005908894,0.0001312173,0.002414126,0.001227722,0.0004595661,0.0001074479,0.0001582607,0.000290325,0.00001562721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987988,0.0003579476,0.00003387066,0.000082752,0.00001619856,0.00000884746,0.00007798336,0.000001160716,0.0006224945],"genre_scores_gemma":[0.9995269,0.0001484775,0.00001998504,0.00004616396,0.00002612773,0.000007050777,0.0001518557,5.842883e-7,0.0000728729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556278,"threshold_uncertainty_score":0.005206287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544520139839184,"score_gpt":0.255831250415911,"score_spread":0.2482867302760718,"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."}}