{"id":"W7116650586","doi":"10.1007/s00134-025-08251-y","title":"The medical management of acute respiratory distress syndrome","year":2025,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health; Mount Sinai Hospital; St. Michael's Hospital; University of Toronto; Toronto General Hospital; Muscular Dystrophy Canada","funders":"","keywords":"ARDS; Acute respiratory distress; Anesthesiology; Psychological intervention; Pain medicine; Narrative review; Identification (biology)","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":[0.0006582882,0.0002964143,0.0003964376,0.0009334717,0.0006240027,0.0008212368,0.0004427398,0.000888002,0.001222844],"category_scores_gemma":[0.00386022,0.0001045793,0.0002694863,0.0004289406,0.0004419406,0.0006127023,0.0004938457,0.001917437,0.0003092245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659175,"about_ca_system_score_gemma":0.001027809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005245613,"about_ca_topic_score_gemma":0.001170023,"domain_scores_codex":[0.9992371,0.0003199443,0.0001132772,0.00003322004,0.0002365801,0.00005994006],"domain_scores_gemma":[0.9992554,0.0002613183,0.000181388,0.00001345385,0.0001411865,0.0001472479],"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":[0.0008247894,0.0007675545,0.06341769,0.002624215,0.0002066306,0.01626766,0.0006456788,0.0009920417,0.003036002,0.01011259,0.08868427,0.812421],"study_design_scores_gemma":[0.0008357271,0.003807366,0.4114734,0.01143476,0.0004298804,0.09453619,0.004440589,0.005079228,0.002839428,0.01934865,0.4456202,0.0001545938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1055293,0.6729481,0.003778662,0.1338485,0.01133478,0.0001939838,0.0002003453,0.00008996823,0.07207646],"genre_scores_gemma":[0.6483039,0.2894188,0.0054617,0.0178254,0.0338929,0.0002220088,0.000283386,0.00001618964,0.004575858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001222844,"threshold_uncertainty_score":0.004106045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623502029743411,"score_gpt":0.3209274796613888,"score_spread":0.3046924593639547,"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."}}