{"id":"W3043881467","doi":"10.4187/respcare.07570","title":"In COPD, Nocturnal Noninvasive Ventilation Reduces the F <sub> IO <sub>2</sub> </sub> Delivered Compared With Long-Term Oxygen Therapy at the Same Flow","year":2020,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Medicine; Ventilation (architecture); COPD; Nasal cannula; Noninvasive ventilation; Cannula; Oxygen therapy; Anesthesia; Mechanical ventilation; Surgery; Internal medicine; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003342769,0.0005039254,0.0006226047,0.0001318634,0.0004415042,0.0001023529,0.0004227441,0.000235006,0.0001447179],"category_scores_gemma":[0.00005746001,0.0003024713,0.0002702566,0.0005720654,0.0002534001,0.0002494717,0.0001285514,0.0006543403,0.0001565927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608763,"about_ca_system_score_gemma":0.0006743732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006636004,"about_ca_topic_score_gemma":0.0003300172,"domain_scores_codex":[0.9968682,0.0003164959,0.0006220243,0.0007017031,0.0008978966,0.0005936889],"domain_scores_gemma":[0.9980308,0.0001175763,0.0003591169,0.0007052158,0.0004231916,0.00036408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002410619,0.00006874683,0.01241239,0.0001078864,0.0001775295,0.0006862847,0.007053789,0.0003493622,0.9572175,0.000007040297,0.003018639,0.0164902],"study_design_scores_gemma":[0.004158548,0.0009937618,0.03447243,0.0002097106,0.0001418546,0.0000724884,0.002159818,0.00004786218,0.9503179,0.000005991157,0.007054294,0.000365309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908205,0.005486587,0.0000762971,0.001225122,0.000305857,0.001740779,0.00006415925,0.00009204923,0.0001886706],"genre_scores_gemma":[0.9856892,0.0001895066,0.00003023241,0.01294267,0.0007450515,0.0001493921,0.0001332632,0.00009703007,0.00002370689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02206004,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006332686075197,"score_gpt":0.2605511469985473,"score_spread":0.2304878201377953,"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."}}