{"id":"W4402682930","doi":"10.1016/j.ccm.2024.09.001","title":"Acute Respiratory Distress Syndrome","year":2024,"lang":"en","type":"editorial","venue":"Clinics in Chest Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; Lakeridge Health","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Intensive care medicine; Respiratory system; Internal medicine; Lung; Surgery","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":[0.006664854,0.004615378,0.006527164,0.004563228,0.003731981,0.008376515,0.003566774,0.02390106,0.01772404],"category_scores_gemma":[0.02812565,0.002066822,0.003261271,0.002256533,0.002798054,0.004660703,0.003282286,0.03007919,0.01792191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004568141,"about_ca_system_score_gemma":0.003661974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376809,"about_ca_topic_score_gemma":0.008551908,"domain_scores_codex":[0.9937168,0.001682855,0.000955606,0.0005659038,0.002558588,0.0005202397],"domain_scores_gemma":[0.9753399,0.008260663,0.00180784,0.0007854213,0.009591985,0.004214105],"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":[0.00003358875,0.000009279534,0.00005771008,0.0002733986,0.00002970918,0.0002108076,0.000008108332,0.00001802429,0.00003136533,0.000140623,0.9920541,0.007133289],"study_design_scores_gemma":[0.0002126917,0.00005188136,0.0008473916,0.001454591,0.0001781519,0.0009391581,0.00006057389,0.0001668272,0.00007342832,0.0007344128,0.9952454,0.00003556458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003309019,0.008351351,0.00007496847,0.03311741,0.9557503,0.00002602579,0.00003712944,0.00003795951,0.002571815],"genre_scores_gemma":[0.0003257717,0.0045378,0.00006917602,0.02440971,0.9663954,0.00002666353,0.000035528,0.00001731927,0.004182646],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02390106,"threshold_uncertainty_score":0.05929279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942301586250251,"score_gpt":0.3855168794018888,"score_spread":0.3460938635393863,"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."}}