{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327993,0.0002099359,0.000433691,0.0002468628,0.0001435079,0.0003055939,0.0003532978,0.0003009528,0.001322814],"category_scores_gemma":[0.004547827,0.00008654255,0.0003852612,0.0005898395,0.0001804702,0.000215455,0.0002127822,0.0004725874,0.0000729438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014143,"about_ca_system_score_gemma":0.0003178365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008644023,"about_ca_topic_score_gemma":0.001001555,"domain_scores_codex":[0.9994343,0.000321788,0.00005340848,0.0000659186,0.00005907857,0.00006551636],"domain_scores_gemma":[0.9959663,0.001508604,0.001796394,0.0002091569,0.0002150792,0.0003044109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008913403,0.0003182265,0.9772689,0.0003858858,0.0009528671,0.00004425544,0.00005829997,0.0002145026,0.0003953157,0.00003971203,0.0005264124,0.01088224],"study_design_scores_gemma":[0.000286978,0.001399847,0.9961213,0.00008488078,0.0008326591,0.0001175879,0.00006289843,0.0005015753,0.0002358773,0.00007582326,0.0002721464,0.000008357945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977513,0.001582021,0.00008510419,0.00008979695,0.00001402534,0.00001456265,0.0002464533,0.000002973628,0.0002137274],"genre_scores_gemma":[0.9988409,0.0004841732,0.0001156772,0.00005398258,0.00003933047,0.00002171447,0.00038436,0.000001413352,0.00005862816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001327993,"threshold_uncertainty_score":0.007023156,"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."}}