{"id":"W3010579839","doi":"10.1183/23120541.00331-2019","title":"ERS International Congress, Madrid, 2019: highlights from the Respiratory Intensive Care Assembly","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Session (web analytics); Acute respiratory failure; Respiratory care; Intensive care; Respiratory failure; Intensive care medicine; Mechanical ventilation; Surgery; World Wide Web","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":[0.007762332,0.001887972,0.0009787462,0.001467867,0.001241678,0.00629665,0.001212713,0.006440851,0.04624732],"category_scores_gemma":[0.006447413,0.0004617744,0.001424247,0.00121851,0.0008011776,0.00295771,0.003225449,0.006645367,0.02787646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917108,"about_ca_system_score_gemma":0.003386082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265418,"about_ca_topic_score_gemma":0.002947195,"domain_scores_codex":[0.9974431,0.0005285256,0.0002857658,0.0002690064,0.00096765,0.0005059852],"domain_scores_gemma":[0.994634,0.0007999264,0.0005601732,0.0001204104,0.001883949,0.002001519],"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":[0.00007990708,0.00004414719,0.0001619308,0.0005790173,0.00001150712,0.0001574488,0.00007370335,0.00007113871,0.0002070856,0.0007107832,0.9612218,0.03668169],"study_design_scores_gemma":[0.000009262109,0.0000355357,0.0007274566,0.0004010344,0.000005643366,0.0001074387,0.0001285213,0.00001034531,0.0000599964,0.0002076781,0.998298,0.000009137699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00137191,0.1712569,0.0004532512,0.2810691,0.510869,0.0001026893,0.001081778,0.0001933962,0.03360187],"genre_scores_gemma":[0.01488971,0.1588155,0.001398227,0.0994866,0.4998445,0.0002719051,0.002560243,0.0003871777,0.2223461],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04624732,"threshold_uncertainty_score":0.1547127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867755346569074,"score_gpt":0.4273773134481745,"score_spread":0.2406017787912671,"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."}}