{"id":"W2910551048","doi":"10.1097/aln.0000000000002607","title":"Acute Respiratory Distress Syndrome","year":2019,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001663379,0.0005044891,0.001277483,0.0002790729,0.00005835233,0.00001520638,0.0003495431,0.002304336,0.0009038377],"category_scores_gemma":[0.00002648236,0.0004050242,0.0003568938,0.0001174733,0.0001622743,0.00005088798,0.00007562089,0.001861988,0.003456056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006883893,"about_ca_system_score_gemma":0.0003081396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005028175,"about_ca_topic_score_gemma":5.013106e-7,"domain_scores_codex":[0.9975295,0.0001673834,0.0004791799,0.0007898199,0.0003211194,0.0007129883],"domain_scores_gemma":[0.9981747,0.0001388358,0.0002493742,0.001236525,0.00009282342,0.0001077155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007779687,0.00002609903,0.005387261,0.0003044205,0.0002244107,0.06455226,0.00001707515,6.556238e-8,0.000812427,0.00002063147,0.9277662,0.000811353],"study_design_scores_gemma":[0.0006801926,0.001949002,0.004537922,0.0001108347,0.0004160545,0.00590311,0.000006448261,4.352523e-7,0.0003527587,0.00009214759,0.9855545,0.0003966599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6773593,0.001522057,0.0000183831,0.3078506,0.002763637,0.002120031,0.0001833487,0.0005004476,0.007682229],"genre_scores_gemma":[0.003965534,0.00004116936,0.00008553387,0.9577081,0.001961461,0.00008108765,0.001354578,0.0001418149,0.03466075],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6733937,"threshold_uncertainty_score":0.9998401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588326606731916,"score_gpt":0.2724938822931137,"score_spread":0.2466106162257945,"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."}}