{"id":"W4303427285","doi":"10.1186/s13054-022-04171-1","title":"Association between in-ICU red blood cells transfusion and 1-year mortality in ICU survivors","year":2022,"lang":"en","type":"article","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Intensive care unit; Confounding; Blood transfusion; Hazard ratio; Incidence (geometry); Emergency medicine; Intensive care medicine; 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":[0.0004024272,0.00009750748,0.0002578194,0.0001167242,0.00007744125,0.00001260566,0.00005168487,0.00008081036,0.0003612664],"category_scores_gemma":[0.00009004181,0.0001031728,0.00005407139,0.0002580431,0.00002375693,0.00003930698,0.00005413891,0.0003618439,0.000002970185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001264601,"about_ca_system_score_gemma":0.00002755223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008088162,"about_ca_topic_score_gemma":0.001497581,"domain_scores_codex":[0.9986707,0.0001616698,0.0002489183,0.0002784952,0.0004031153,0.0002370892],"domain_scores_gemma":[0.9995634,0.0001197904,0.00001371298,0.0001432178,0.00004920148,0.0001107093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004802491,0.000285196,0.9937403,0.0004222852,0.00003463378,0.0001439251,0.00182164,0.000002654861,0.001628938,0.0007171753,0.0001469288,0.001008327],"study_design_scores_gemma":[0.003269315,0.0002904784,0.9845073,0.0000540508,0.0004236568,0.000001819077,0.006467098,0.00001419048,0.002066839,0.0002203872,0.00253106,0.0001538394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906765,0.0001733806,0.00001330523,0.004401716,0.0001597824,0.0004267203,0.00006060658,0.00003512272,0.004052857],"genre_scores_gemma":[0.9991379,0.00008624542,0.00006140547,0.0004256901,0.00004705236,0.00004160201,0.00006031053,0.00001307612,0.0001267115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009233005,"threshold_uncertainty_score":0.4207267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985062573546789,"score_gpt":0.288278379985186,"score_spread":0.2684277542497181,"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."}}