{"id":"W2967981766","doi":"10.1001/jama.2019.9302","title":"Extracorporeal Life Support for Adults With Respiratory Failure and Related Indications","year":2019,"lang":"en","type":"review","venue":"JAMA","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal; Life support; Intensive care medicine; Randomized controlled trial; Respiratory failure; Extracorporeal membrane oxygenation; Clinical trial; Respiratory distress; ARDS; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179797,0.0002892334,0.0005172791,0.0004683392,0.0002436116,0.0009743478,0.0003341757,0.001027744,0.006418416],"category_scores_gemma":[0.0109775,0.00006161111,0.0005617772,0.000666439,0.000472998,0.001025221,0.0005146376,0.001894062,0.001156876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638966,"about_ca_system_score_gemma":0.00123727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042033,"about_ca_topic_score_gemma":0.001250018,"domain_scores_codex":[0.9990833,0.000311831,0.0001622906,0.0001043486,0.0002810042,0.00005726942],"domain_scores_gemma":[0.9929203,0.002725024,0.002197963,0.0001251234,0.001261515,0.000770114],"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":[0.001290674,0.0002213456,0.02854789,0.0191648,0.0007275364,0.0005527335,0.0001365748,0.0002256721,0.001380764,0.004175896,0.1305417,0.8130344],"study_design_scores_gemma":[0.001878498,0.001639429,0.1838469,0.05451917,0.002305268,0.01254207,0.0006538003,0.001336549,0.001736901,0.02331036,0.7160771,0.0001539367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02095476,0.8558878,0.00133644,0.0971132,0.008917981,0.0001161875,0.00117192,0.00005732988,0.01444435],"genre_scores_gemma":[0.2829239,0.6106704,0.003825087,0.04181936,0.05386302,0.0002041431,0.002304407,0.00004118359,0.004348477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006418416,"threshold_uncertainty_score":0.02147174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03075322838650308,"score_gpt":0.2686947170991195,"score_spread":0.2379414887126164,"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."}}