{"id":"W4288069964","doi":"10.2147/copd.s366795","title":"Short-Term Oxygen Therapy Outcomes in COPD","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis; McGill University; Mount Sinai Hospital; Centre Integre de Sante et de Services Sociaux de Laval; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Oxygen therapy; Hazard ratio; Placebo; Internal medicine; Confidence interval; Cohort; Cohort study; Physical therapy","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":[0.003436946,0.000469792,0.0006548432,0.0008722167,0.0003053766,0.0007005322,0.0004758278,0.0009617648,0.004757114],"category_scores_gemma":[0.00797248,0.0001173574,0.00097913,0.001209625,0.0007524176,0.0005946712,0.0008457231,0.001166187,0.00038646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211921,"about_ca_system_score_gemma":0.0005889348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009022941,"about_ca_topic_score_gemma":0.0008991551,"domain_scores_codex":[0.9981238,0.0009300603,0.0002829872,0.0001942251,0.0003693135,0.00009964896],"domain_scores_gemma":[0.9880224,0.004242956,0.005802686,0.0002861075,0.0005473328,0.001098416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008739533,0.0004679874,0.9110143,0.00489461,0.001371532,0.0002776218,0.0002037468,0.0009289335,0.0006038293,0.001186296,0.003876572,0.06643498],"study_design_scores_gemma":[0.001117039,0.003182399,0.9861683,0.001399415,0.000749611,0.0005510222,0.00008287327,0.001320628,0.0001844018,0.001701913,0.003515163,0.00002723738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897969,0.07854688,0.001995793,0.00634973,0.0007039025,0.0006888844,0.006960858,0.0000281604,0.006756756],"genre_scores_gemma":[0.9858872,0.007560825,0.0006774619,0.0007088527,0.0008330286,0.0005225902,0.003284634,0.000007005197,0.0005183602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004757114,"threshold_uncertainty_score":0.01817656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075909421120444,"score_gpt":0.3544303594606095,"score_spread":0.323671265249405,"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."}}