{"id":"W4385797931","doi":"10.1007/s00134-023-07183-9","title":"Back to the future: ARDS guidelines, evidence, and opinions","year":2023,"lang":"en","type":"editorial","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Pain medicine; Medicine; Anesthesiology; ARDS; MEDLINE; Medical emergency; Intensive care medicine; Psychiatry; Law; Internal medicine; Political science","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":[0.02300148,0.003873468,0.007741521,0.008386891,0.004191007,0.01485291,0.006295495,0.02288458,0.01377873],"category_scores_gemma":[0.1047683,0.002023123,0.004754651,0.005019409,0.004213967,0.007817153,0.003225287,0.03541601,0.01148479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007133428,"about_ca_system_score_gemma":0.01323836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005939557,"about_ca_topic_score_gemma":0.01542738,"domain_scores_codex":[0.9809803,0.00493592,0.003983641,0.001435534,0.007679224,0.0009853434],"domain_scores_gemma":[0.8844389,0.0564835,0.008021205,0.001529519,0.04039,0.009136938],"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":[0.00003751087,0.000006978458,0.00001861357,0.0006692436,0.00003355709,0.00003144519,0.0000151256,0.0000136664,0.00001744938,0.0001709731,0.9952877,0.00369777],"study_design_scores_gemma":[0.0002398163,0.00003184848,0.000314568,0.009091072,0.0003517125,0.0002460172,0.000148364,0.0001792107,0.00009386794,0.002888179,0.9863506,0.00006481921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001689211,0.02137019,0.00008150991,0.05624573,0.9215169,0.00002472258,0.00008268414,0.00002897273,0.000632303],"genre_scores_gemma":[0.0002647821,0.01884991,0.0001887021,0.07038725,0.9075953,0.00005277854,0.00005972567,0.00004266879,0.002558914],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02300148,"threshold_uncertainty_score":0.1216449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06783926921884724,"score_gpt":0.3877437682671951,"score_spread":0.3199044990483478,"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."}}