{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006014406,0.0002142529,0.0003448392,0.0001665198,0.0001894849,0.0003039536,0.0001708711,0.0003519924,0.0008784856],"category_scores_gemma":[0.001193989,0.00007766243,0.0002364614,0.0001164662,0.0002029473,0.0001890733,0.0001715074,0.0002273787,0.0001178267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166954,"about_ca_system_score_gemma":0.0001792128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005538155,"about_ca_topic_score_gemma":0.0008622318,"domain_scores_codex":[0.9997883,0.00007051905,0.00002236393,0.00003459052,0.00005692483,0.00002723693],"domain_scores_gemma":[0.9994435,0.0002016372,0.0001705648,0.00003451856,0.00004281001,0.0001070216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01249523,0.002271629,0.7901891,0.0006343285,0.0003966963,0.0003028451,0.0004149202,0.0004423401,0.1199569,0.00006602918,0.0005945626,0.07223535],"study_design_scores_gemma":[0.00008980923,0.005420004,0.9888416,0.00001440431,0.0001169672,0.0003443829,0.00009181344,0.0002859128,0.004258058,0.00002427766,0.0005077949,0.000005059713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989385,0.0005386356,0.00018669,0.00002296281,0.000007197193,0.00001509856,0.00005812796,0.000006378305,0.000226449],"genre_scores_gemma":[0.9992054,0.0002056506,0.0002866193,0.00003510786,0.00001489779,0.00002770288,0.00008450669,0.000002535983,0.0001375907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008784856,"threshold_uncertainty_score":0.003180742,"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."}}