{"id":"W4211226960","doi":"10.1016/j.resp.2022.103868","title":"Oxygen therapy limiting peripheral oxygen saturation to 89-93% is associated with a better survival prognosis for critically ill COVID-19 patients at high altitudes","year":2022,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research","keywords":"Hypoxemia; Medicine; Fraction of inspired oxygen; Oxygen therapy; Oxygen saturation; Intensive care unit; Mechanical ventilation; Hypoxia (environmental); Anesthesia; Effects of high altitude on humans; Oxygenation; Intensive care medicine; Oxygen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002381713,0.0002269754,0.0004185872,0.0002594356,0.0004979589,0.0007420756,0.0002405197,0.0004680387,0.003145127],"category_scores_gemma":[0.001327283,0.00009459332,0.0004235075,0.0003340916,0.000251284,0.0002954564,0.000400783,0.0007712488,0.0003092422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640024,"about_ca_system_score_gemma":0.0004200265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354517,"about_ca_topic_score_gemma":0.002935202,"domain_scores_codex":[0.9997917,0.00003557652,0.00002174302,0.00003751844,0.00003439833,0.00007905842],"domain_scores_gemma":[0.9990188,0.0001342144,0.0004058427,0.0000458936,0.00008956238,0.0003056824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000957637,0.0001483891,0.9901468,0.00004106508,0.0001242973,0.0004100894,0.00009993562,0.00009211849,0.001590555,0.00007935902,0.0003398795,0.005969851],"study_design_scores_gemma":[0.00001238817,0.0003243681,0.9985197,0.00001916755,0.00004179242,0.0002830568,0.0001680966,0.000197409,0.0001112423,0.00006930507,0.0002484659,0.000004999411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998064,0.0004454481,0.0001076361,0.0001907442,0.00003494244,0.000006271912,0.0001864095,0.000004879448,0.0009596913],"genre_scores_gemma":[0.9992347,0.0001320342,0.00004362211,0.00004925175,0.00003533216,0.000003610109,0.0002373735,0.000001465041,0.0002624916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003145127,"threshold_uncertainty_score":0.01052153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080508099963674,"score_gpt":0.2923253007160567,"score_spread":0.2515202197164199,"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."}}