{"id":"W35700313","doi":"10.1186/cc10708","title":"Corticosteroids for critically ill patients: an international survey of intensivists","year":2012,"lang":"en","type":"article","venue":"Critical Care","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Western University; McMaster University; University of Toronto; Université de Sherbrooke","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Critical illness; Intensivist; Emergency medicine; Intensive care unit","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00009815086,0.00009203595,0.000196996,0.00004027095,0.00002806067,0.000009920359,0.00007381968,0.00006836964,0.00008481825],"category_scores_gemma":[0.01244053,0.00007942992,0.00007147884,0.00004992187,0.0001645569,0.0001724801,0.00003676454,0.00007471013,0.000007547003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003552504,"about_ca_system_score_gemma":0.0000302087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004414579,"about_ca_topic_score_gemma":0.00001341048,"domain_scores_codex":[0.9991146,0.00002986407,0.0002430036,0.0001393186,0.0002143883,0.0002588614],"domain_scores_gemma":[0.9919273,0.0002547754,0.00001693328,0.000162647,0.007355018,0.000283302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008772584,0.0009978788,0.9712203,0.0003796603,0.00003093549,0.000003276547,0.000698542,1.267715e-7,0.0002523953,0.008444337,0.0009686947,0.01612661],"study_design_scores_gemma":[0.001070057,0.0009244443,0.994945,0.00004085895,0.00006977093,0.000005730637,0.001611804,0.00006718896,0.0002452103,0.00009968309,0.0008146849,0.0001055916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918741,0.0004097734,0.003618337,0.0008323166,0.0006188481,0.0002742577,0.0003503694,0.00002667958,0.001995338],"genre_scores_gemma":[0.9946927,0.000003482541,0.001099,0.003435994,0.0001107501,0.00001459372,0.0006087096,0.00001831037,0.00001645237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237247,"threshold_uncertainty_score":0.9958781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04755838225845405,"score_gpt":0.3710620543668673,"score_spread":0.3235036721084132,"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."}}