{"id":"W2155894751","doi":"10.1097/aln.0b013e3182746a47","title":"Clinical Studies of Erythrocyte Outcomes and Mortality","year":2012,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004506366,0.0002178417,0.001394199,0.00008688631,0.00002550736,0.000001464335,0.00007843743,0.0006455466,0.00008040736],"category_scores_gemma":[0.00009695009,0.0001456819,0.0002109227,0.00003748715,0.0005318251,0.00001726641,0.00007100471,0.0006724402,0.00002020853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007437854,"about_ca_system_score_gemma":0.00002831866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004104071,"about_ca_topic_score_gemma":0.000008170631,"domain_scores_codex":[0.998536,0.0001903092,0.0005699974,0.0003101425,0.0001429666,0.0002506169],"domain_scores_gemma":[0.9988627,0.0004113345,0.0001766799,0.0004235206,0.00006942476,0.00005629844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002731115,0.00008238578,0.6288245,0.0006535655,0.0009411686,0.0003430765,0.00008286693,5.970071e-9,0.00000371322,0.00005688176,0.3661093,0.002875218],"study_design_scores_gemma":[0.0005110273,0.0002822082,0.5343603,0.00004292434,0.0007918446,0.00005108866,0.00003609161,8.329042e-8,0.000005218174,0.0001148536,0.4637248,0.00007954091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7505131,0.005377671,0.000002037443,0.2425222,0.0005275478,0.0004617978,0.000003968321,0.00004351285,0.0005482199],"genre_scores_gemma":[0.1050812,0.008416899,0.0003028542,0.88301,0.001096422,0.00002873526,0.00005327422,0.00003144431,0.001979131],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6454319,"threshold_uncertainty_score":0.5940734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315128183589071,"score_gpt":0.4064569071955854,"score_spread":0.2749440888366783,"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."}}