{"id":"W2921420222","doi":"10.1097/aln.0000000000002671","title":"Mechanical Ventilation in Acute Respiratory Distress Syndrome","year":2019,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Acute respiratory distress; Mechanical ventilation; Respiratory distress; Intensive care medicine; Ventilation (architecture); Respiratory system; Emergency medicine; Anesthesia; 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":[0.0006481897,0.0004924339,0.0007299612,0.0007791701,0.0004402947,0.000686973,0.0004797326,0.001659182,0.01185974],"category_scores_gemma":[0.003696961,0.000083995,0.00029629,0.0009221701,0.0003967416,0.0008128738,0.0006526206,0.002024646,0.002951921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000449523,"about_ca_system_score_gemma":0.00108393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000969498,"about_ca_topic_score_gemma":0.001359841,"domain_scores_codex":[0.9991641,0.0002470468,0.0001279709,0.0000735238,0.0002478129,0.0001395085],"domain_scores_gemma":[0.9990923,0.0002591675,0.0001995119,0.00002193327,0.0001845363,0.0002425664],"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":[0.0004663893,0.0005047658,0.1377627,0.003235754,0.0002179965,0.02697093,0.0004257031,0.0003142525,0.000631416,0.006308322,0.3386077,0.4845543],"study_design_scores_gemma":[0.0003275865,0.0006260069,0.3867464,0.01057836,0.0002264481,0.1031961,0.001008045,0.0007331028,0.0002913002,0.0112334,0.4849465,0.0000868452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.04076268,0.6446742,0.00267233,0.1133708,0.03837837,0.0004511743,0.001452069,0.0001798513,0.1580586],"genre_scores_gemma":[0.3709913,0.4627595,0.00234535,0.05966559,0.07556988,0.0006018361,0.003473409,0.00004702109,0.02454613],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01185974,"threshold_uncertainty_score":0.03967482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689196950705131,"score_gpt":0.2793106183548142,"score_spread":0.2524186488477629,"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."}}