{"id":"W4284964042","doi":"10.1016/s2213-2600(22)00179-5","title":"Home oxygen for moderate hypoxaemia in chronic obstructive pulmonary disease: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Meta-analysis; COPD; Oxygen therapy; Placebo; Randomized controlled trial; MEDLINE; Systematic review; Internal medicine; Hypoxemia; Number needed to harm; Relative risk; Confidence interval; Physical therapy; Number needed to treat; Pathology","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":[0.006483915,0.002379577,0.01637515,0.003197919,0.000530439,0.002661783,0.001876979,0.002529368,0.005423105],"category_scores_gemma":[0.01542053,0.001489609,0.02672605,0.003811098,0.0007562411,0.001798955,0.002039244,0.00244989,0.0003563656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268706,"about_ca_system_score_gemma":0.00277485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00887333,"about_ca_topic_score_gemma":0.02962426,"domain_scores_codex":[0.9957569,0.001751414,0.001239843,0.0005483577,0.0004488756,0.0002546561],"domain_scores_gemma":[0.9925736,0.005119319,0.00152991,0.0002368382,0.0003928393,0.0001474021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002929479,0.00005031855,0.002607453,0.4583925,0.5196111,0.0001205906,0.0001159365,0.000312298,0.0003190157,0.0001133803,0.0007322884,0.01469554],"study_design_scores_gemma":[0.001524798,0.0002566637,0.003676082,0.02554947,0.9670103,0.00007566906,0.00006981511,0.00009787569,0.00007285292,0.0001310704,0.001503409,0.00003202972],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004937207,0.9938679,0.0002483986,0.0001302374,0.0001589281,0.0001723464,0.0003009599,0.00001793195,0.0001660007],"genre_scores_gemma":[0.1839305,0.8117666,0.001551018,0.001239389,0.0002709294,0.000446297,0.0003748535,0.00002549734,0.0003948275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01637515,"threshold_uncertainty_score":0.03429061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024166584224504,"score_gpt":0.3871959755623535,"score_spread":0.1847793171399032,"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."}}