{"id":"W2410953693","doi":"10.1016/j.jchf.2016.03.026","title":"Oxygen Therapy in Patients With Acute Heart Failure","year":2016,"lang":"en","type":"review","venue":"JACC Heart Failure","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Hyperoxia; Medicine; Heart failure; Oxygen therapy; Oxygen; Oxygen saturation; Cardiology; Intensive care medicine; Oxidative stress; Hypoxia (environmental); Internal medicine; Lung","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":[0.0002446483,0.0005967733,0.002189973,0.000397206,0.00008280545,0.00004795419,0.0001382863,0.0006477436,0.0002273318],"category_scores_gemma":[0.00004741508,0.0003275715,0.0006781288,0.0005767902,0.00008182682,0.0001614399,0.00005334713,0.0006999286,0.0006729086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055967,"about_ca_system_score_gemma":0.0005778156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001882693,"about_ca_topic_score_gemma":0.00003540249,"domain_scores_codex":[0.9973627,0.0002132624,0.0005917628,0.0006594027,0.0006296871,0.000543152],"domain_scores_gemma":[0.9984986,0.0001582102,0.0001847701,0.0007167051,0.0001872419,0.0002545422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004587475,0.0004405661,0.04086951,0.006238639,0.001478593,0.00008649408,0.0002103956,2.50498e-7,0.00001130997,0.00003202524,0.3960827,0.5540907],"study_design_scores_gemma":[0.002541119,0.0002801821,0.01527576,0.01348002,0.0003131123,0.00002269857,0.00001316421,9.190607e-8,0.000001283385,0.000005879643,0.9676607,0.000405961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003066802,0.9842129,0.000008653723,0.006813433,0.001112903,0.004249749,0.0001654628,0.0001468464,0.0002231866],"genre_scores_gemma":[0.0003713073,0.9943556,0.001893292,0.0004920287,0.001228691,0.0002966906,0.0007158217,0.0001907664,0.0004558713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.571578,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291494586336604,"score_gpt":0.2946662929501409,"score_spread":0.2817513470867749,"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."}}