{"id":"W1966080769","doi":"10.1503/cmaj.120582","title":"Corticosteroid therapy in acute respiratory distress syndrome","year":2012,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Université de Sherbrooke","funders":"AstraZeneca","keywords":"Acute respiratory distress; Medicine; Respiratory distress; Ketoconazole; Intensive care medicine; Psychological intervention; Distress; Respiratory system; Corticosteroid; Internal medicine; Surgery; Psychiatry; Lung; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005756214,0.0009240708,0.00191608,0.002122439,0.0002992155,0.0007469178,0.001014789,0.00118507,0.003554672],"category_scores_gemma":[0.001105766,0.0002355402,0.0005938131,0.002222607,0.000494915,0.0006982104,0.0004488918,0.001736982,0.001538803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005594994,"about_ca_system_score_gemma":0.001036438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290407,"about_ca_topic_score_gemma":0.005319434,"domain_scores_codex":[0.9996756,0.00006941066,0.00005557699,0.00004893365,0.0001259068,0.00002454164],"domain_scores_gemma":[0.9994835,0.0002921714,0.0000893356,0.00001175479,0.00009314627,0.00003001485],"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":[0.0001024829,0.00005856471,0.0001933818,0.02300146,0.0001316667,0.0002526645,0.0000377243,0.0001737228,0.0005962183,0.000903193,0.02831384,0.9462351],"study_design_scores_gemma":[0.0001630314,0.0002897386,0.004067593,0.02923903,0.0007471185,0.005832128,0.0001438579,0.0001688899,0.0007170388,0.002165722,0.9564239,0.00004188503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004304702,0.999414,0.00002122678,0.00008494008,0.0001096655,0.000002006904,0.000005349759,0.000001735121,0.0003180073],"genre_scores_gemma":[0.0006463949,0.9987516,0.00005958178,0.0001303681,0.0001879115,0.000003646274,0.00001021318,7.147283e-7,0.0002094137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003554672,"threshold_uncertainty_score":0.01189154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0428786625031309,"score_gpt":0.3191519128323869,"score_spread":0.276273250329256,"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."}}