{"id":"W2953390211","doi":"10.1186/s13613-019-0540-9","title":"Formal guidelines: management of acute respiratory distress syndrome","year":2019,"lang":"en","type":"review","venue":"Annals of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":813,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Société de Réanimation de Langue Française","keywords":"ARDS; Plateau pressure; Medicine; Extracorporeal membrane oxygenation; Anesthesiology; Acute respiratory distress; Tidal volume; Prone position; Mechanical ventilation; Ventilation (architecture); Intensive care medicine; Extracorporeal; Positive end-expiratory pressure; Anesthesia; Lung; Respiratory system; Internal medicine","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":[0.004563098,0.001401114,0.002217785,0.005724696,0.0007026801,0.001617932,0.002527228,0.002956442,0.01086001],"category_scores_gemma":[0.01532931,0.0005589597,0.002603513,0.003199241,0.0007717832,0.001567494,0.001431772,0.002684474,0.0046428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930538,"about_ca_system_score_gemma":0.00832419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201614,"about_ca_topic_score_gemma":0.008276046,"domain_scores_codex":[0.9958801,0.001286185,0.00136236,0.0001433641,0.001168125,0.0001597985],"domain_scores_gemma":[0.9913504,0.002738466,0.002102722,0.0001818662,0.003372861,0.0002536407],"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":[0.0000883994,0.0001054302,0.0005240384,0.07899536,0.0003716969,0.0002692988,0.0002071502,0.0002975112,0.0003105683,0.004316303,0.3261064,0.5884079],"study_design_scores_gemma":[0.0002196531,0.0000922861,0.002171763,0.1487667,0.0007405001,0.001116068,0.0001158127,0.0001306914,0.0001784627,0.002465024,0.8439642,0.0000389646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004990976,0.9475706,0.003118498,0.01643304,0.008685271,0.002385057,0.002386468,0.0001987027,0.01872335],"genre_scores_gemma":[0.005198652,0.9461327,0.02147962,0.009768238,0.002259492,0.002313617,0.005044774,0.0000434606,0.00775944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01086001,"threshold_uncertainty_score":0.03633028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2656708651675563,"score_gpt":0.4587797727693161,"score_spread":0.1931089076017599,"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."}}