{"id":"W2162834356","doi":"10.1001/jama.288.12.1525","title":"Red Blood Cell Transfusions in Critically Ill Patients","year":2002,"lang":"en","type":"letter","venue":"JAMA","topic":"Blood transfusion and management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Critically ill; Intensive care medicine; Critical illness; Red Blood Cell Transfusion; Blood transfusion; Red blood cell; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004860124,0.0001520272,0.0003064613,0.000574374,0.0005257021,0.0006639014,0.0002069925,0.000715766,0.001141313],"category_scores_gemma":[0.005645607,0.0001789858,0.0002803488,0.001020701,0.0002324954,0.0005887477,0.0003058999,0.001199287,0.0001440094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258011,"about_ca_system_score_gemma":0.0005022292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165494,"about_ca_topic_score_gemma":0.001880904,"domain_scores_codex":[0.9992255,0.0003202538,0.0001454574,0.00005930894,0.0001629176,0.00008651253],"domain_scores_gemma":[0.997404,0.0007573596,0.001182921,0.00004506202,0.000203742,0.0004067892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002310078,0.0001613602,0.9851305,0.00009512717,0.00008701757,0.00113063,0.0003872151,0.00007705588,0.0002055353,0.00012232,0.002021722,0.01035065],"study_design_scores_gemma":[0.00004050675,0.0003668036,0.9926605,0.0001987546,0.00009330473,0.002863749,0.001031883,0.0004213005,0.0001454553,0.0002625382,0.001897753,0.00001737689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9790152,0.01193224,0.0001319508,0.005315459,0.0003108527,0.00002740067,0.000155822,0.0000111758,0.003099703],"genre_scores_gemma":[0.9942516,0.004129607,0.0001285487,0.0009060483,0.0003537055,0.00001010056,0.0001008248,0.000001685948,0.0001179538],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002165494,"threshold_uncertainty_score":0.00430578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209070064000305,"score_gpt":0.2230257783533345,"score_spread":0.2109350777133314,"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."}}