{"id":"W2522387481","doi":"10.1097/ccm.0000000000002085","title":"High-Flow Nasal Cannula Oxygenation in Immunocompromised Patients With Acute Hypoxemic Respiratory Failure: A Groupe de Recherche Respiratoire en Réanimation Onco-Hématologique Study","year":2016,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Astellas Pharma; Alexion Pharmaceuticals; Gilead Sciences","keywords":"Medicine; Nasal cannula; Respiratory failure; Mechanical ventilation; Oxygen therapy; Anesthesia; Pneumonia; Intensive care; Intensive care medicine; Surgery; Internal medicine; Cannula","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":[0.003185656,0.0005820537,0.001183896,0.0002795031,0.0003295345,0.0007922307,0.0004344329,0.0009608754,0.001258543],"category_scores_gemma":[0.003742484,0.0002849034,0.001576614,0.0005009555,0.000423338,0.0005499157,0.0004639299,0.0005492741,0.000148572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004606803,"about_ca_system_score_gemma":0.0007800753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008954484,"about_ca_topic_score_gemma":0.001247668,"domain_scores_codex":[0.9978485,0.001518952,0.0001401863,0.0002209577,0.0001490796,0.0001223296],"domain_scores_gemma":[0.99701,0.0008740298,0.001169176,0.0003075121,0.0001587422,0.0004805111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1947398,0.005971076,0.7660136,0.0008992762,0.007099723,0.0003677673,0.0003030382,0.0008275913,0.002640293,0.0003402351,0.000854869,0.0199427],"study_design_scores_gemma":[0.1028499,0.05525178,0.8328322,0.0002210965,0.003882381,0.000490547,0.0003173947,0.001974922,0.0004772457,0.0002307717,0.001417788,0.00005405425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978116,0.001338783,0.000142558,0.0001213197,0.00002835459,0.0002202912,0.0001243726,0.000001958767,0.000210805],"genre_scores_gemma":[0.9981503,0.0005720645,0.0003092377,0.0001610774,0.0001216631,0.0002593893,0.000245977,0.000001531869,0.0001788637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185656,"threshold_uncertainty_score":0.01684755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442426707126521,"score_gpt":0.3472015656283918,"score_spread":0.3029588949157397,"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."}}