{"id":"W2102232779","doi":"10.1097/aln.0b013e318271608b","title":"Erythrocyte Transfusion","year":2012,"lang":"en","type":"letter","venue":"Anesthesiology","topic":"Blood transfusion and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Blood transfusion; Intensive care medicine; Internal medicine","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":[0.002765579,0.0007376848,0.0008419994,0.0009576223,0.000772888,0.002627076,0.001307708,0.003100899,0.03133264],"category_scores_gemma":[0.01438688,0.0002626963,0.00107266,0.0006517486,0.0009849524,0.00195542,0.001415715,0.004510379,0.02129748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009541311,"about_ca_system_score_gemma":0.001394247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009140539,"about_ca_topic_score_gemma":0.001073065,"domain_scores_codex":[0.9966161,0.001001937,0.0004529001,0.0004969568,0.001228187,0.0002039734],"domain_scores_gemma":[0.9941078,0.001900728,0.0006595294,0.0004510503,0.00236144,0.0005194257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002377019,0.00002921494,0.0005704772,0.0006064258,0.00005040518,0.0001926965,0.00004408459,0.00002977286,0.0001654837,0.00374189,0.8391886,0.1551432],"study_design_scores_gemma":[0.00005542755,0.00005123898,0.0004038996,0.0008605992,0.00003387543,0.0008991542,0.00003097945,0.00003461453,0.0003021868,0.002030283,0.9952832,0.00001459488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.002790709,0.1928937,0.003946609,0.3284431,0.3896613,0.0002039169,0.001330862,0.0005769171,0.08015294],"genre_scores_gemma":[0.02490177,0.1495454,0.004718288,0.4675427,0.2439335,0.0003935116,0.002500283,0.0004584604,0.1060061],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03133264,"threshold_uncertainty_score":0.1048181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410716332986747,"score_gpt":0.252521340139981,"score_spread":0.2284141768101136,"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."}}