{"id":"W2697742139","doi":"10.1513/annalsats.201702-137oi","title":"Supplemental Oxygen in Interstitial Lung Disease: An Art in Need of Science","year":2017,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Paul's Hospital; University of British Columbia; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Interstitial lung disease; Lung disease; Supplemental oxygen; Intensive care medicine; Oxygen; MEDLINE; Disease; Lung; Internal medicine","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":[0.008443547,0.0004404293,0.002077111,0.001152198,0.001022103,0.004003247,0.00142428,0.004450581,0.006093148],"category_scores_gemma":[0.02030757,0.0002370137,0.001049549,0.001422934,0.003208471,0.006290665,0.001742817,0.01008109,0.002519802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436106,"about_ca_system_score_gemma":0.004485733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805292,"about_ca_topic_score_gemma":0.003525616,"domain_scores_codex":[0.9969329,0.00149751,0.0005087963,0.0002526148,0.0006595475,0.0001486236],"domain_scores_gemma":[0.9787176,0.01351779,0.00136224,0.0008888618,0.00448836,0.001025084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005643233,0.0002479297,0.001311647,0.006309847,0.0001651855,0.0002228304,0.0002836203,0.0003465169,0.0007416443,0.02210307,0.1636534,0.80405],"study_design_scores_gemma":[0.0001768171,0.0004524277,0.00251243,0.01669083,0.0002378808,0.0005084327,0.0008114132,0.000400389,0.000325044,0.03969711,0.9381198,0.0000673863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006455983,0.8101087,0.0007441475,0.1761912,0.009303517,0.0000173581,0.00008159882,0.00003919099,0.00286863],"genre_scores_gemma":[0.0113673,0.8979791,0.002089301,0.04723518,0.03916955,0.00007861916,0.0001183731,0.00004453699,0.001917978],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008443547,"threshold_uncertainty_score":0.04465431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05404130968160368,"score_gpt":0.4155103202616746,"score_spread":0.3614690105800709,"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."}}