{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02126379,0.0005926579,0.0009147073,0.003000408,0.0005256282,0.001752082,0.001113346,0.001020205,0.006280848],"category_scores_gemma":[0.06846331,0.0002363649,0.001328419,0.00531188,0.001051154,0.001570221,0.00144661,0.001558558,0.0009356519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008073351,"about_ca_system_score_gemma":0.0009288697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041591,"about_ca_topic_score_gemma":0.0009141802,"domain_scores_codex":[0.9838665,0.009121319,0.002369583,0.001568438,0.002743532,0.0003306385],"domain_scores_gemma":[0.8935391,0.05274744,0.03685472,0.004502286,0.01023219,0.002124222],"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":[0.002025531,0.0002028134,0.9133399,0.003967338,0.004721458,0.00015327,0.0003220547,0.0004264266,0.0001982958,0.003817483,0.01098439,0.05984109],"study_design_scores_gemma":[0.0002647945,0.001919991,0.936811,0.004149116,0.002943051,0.001612032,0.0004184294,0.0007390292,0.0006010018,0.005732396,0.04469896,0.0001100661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.3449385,0.5506167,0.01136899,0.02388552,0.003511724,0.0007115475,0.01713828,0.0001607372,0.0476681],"genre_scores_gemma":[0.9111922,0.06371247,0.005132881,0.006504545,0.004751632,0.0006393138,0.006313859,0.00005325774,0.001699886],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02126379,"threshold_uncertainty_score":0.112455,"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."}}