{"id":"W2791260348","doi":"10.1097/ccm.0000000000003021","title":"An Exploratory Reanalysis of the Randomized Trial on Efficacy of Corticosteroids as Rescue Therapy for the Late Phase of Acute Respiratory Distress Syndrome*","year":2018,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Methylprednisolone; Discontinuation; Mechanical ventilation; Randomized controlled trial; Hazard ratio; Placebo; Anesthesia; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683616,0.0002581501,0.001510379,0.0001574805,0.0001251626,0.000005768367,0.0003852681,0.0001539854,0.0002692995],"category_scores_gemma":[0.003266545,0.0001198467,0.0005486993,0.0003578201,0.002639543,0.00005898385,0.00004060958,0.0002247795,0.00000192015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094902,"about_ca_system_score_gemma":0.0002360764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002218097,"about_ca_topic_score_gemma":0.000006497555,"domain_scores_codex":[0.9968383,0.0005154397,0.001174013,0.0003219711,0.0008676509,0.0002826489],"domain_scores_gemma":[0.9952232,0.001822755,0.0002786341,0.001341983,0.001104255,0.0002291588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8601175,0.001032499,0.00009050067,0.0003041244,0.0008583347,0.00004121563,0.003527961,9.369392e-7,0.120237,0.001805496,0.0003115545,0.0116729],"study_design_scores_gemma":[0.7433996,0.03572663,0.0002486339,0.0006275817,0.004496654,0.00001131472,0.004198845,0.00008739086,0.2097087,0.0002838772,0.001055625,0.0001552593],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993081,0.001141931,0.0008881516,0.00113377,0.000788801,0.002603948,0.0001173539,0.0000217437,0.0002233515],"genre_scores_gemma":[0.9978195,0.00005175495,0.00004045052,0.001314095,0.0004772119,0.0001590842,0.00003768231,0.00003836721,0.00006180005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167179,"threshold_uncertainty_score":0.9725505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501303374996779,"score_gpt":0.399170545679731,"score_spread":0.3441575119297632,"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."}}