{"id":"W6958545997","doi":"10.6084/m9.figshare.25670195.v1","title":"Additional file 1 of Rapidly improving ARDS differs clinically and biologically from persistent ARDS","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"ARDS; Concomitant; Cohort; Shock (circulatory); Biomarker; Severity of illness; Cohort study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002357048,0.001175729,0.001423186,0.001783113,0.001101178,0.001553555,0.001794982,0.001420083,0.7068983],"category_scores_gemma":[0.04525752,0.0005634143,0.001260869,0.003619011,0.0002840664,0.002287063,0.001081884,0.001618254,0.04436214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009999727,"about_ca_system_score_gemma":0.002230087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009647328,"about_ca_topic_score_gemma":0.009714846,"domain_scores_codex":[0.9982653,0.0004202957,0.0003568685,0.0004102195,0.0002864463,0.0002608001],"domain_scores_gemma":[0.97728,0.01664178,0.002555113,0.001161792,0.001846325,0.0005149738],"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":[0.001774003,0.0002240895,0.02314024,0.006244504,0.0002732032,0.0001843471,0.0001380207,0.001084822,0.00007647285,0.001956025,0.9546192,0.01028502],"study_design_scores_gemma":[0.03122484,0.001768052,0.2062764,0.02660636,0.001489857,0.002538803,0.002418862,0.01146554,0.001107916,0.0266396,0.6880299,0.0004338483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00085204,0.00005640985,0.0002605936,0.0001791813,0.00003093629,0.0002839349,0.997102,0.00006137695,0.001173571],"genre_scores_gemma":[0.06229479,0.0005909333,0.00634065,0.002406667,0.0003863949,0.01737567,0.8938401,0.0005667717,0.01619808],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7068983,"threshold_uncertainty_score":0.418074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956936486597167,"score_gpt":0.2722290692211485,"score_spread":0.2326597043551768,"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."}}