{"id":"W2094839902","doi":"10.1007/bf03019997","title":"Cell saver use during cpb and transfusion rates after cabg surgery","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Cardiac surgery; Cardiopulmonary bypass; Anesthesia; Intensive care medicine; Surgery","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":[0.0003823681,0.0001548348,0.0004173504,0.0006032403,0.000360451,0.0008555525,0.0003051862,0.0007746211,0.00243995],"category_scores_gemma":[0.004361059,0.000247108,0.0007410983,0.0008154852,0.0002960824,0.0004763131,0.0002248462,0.001241994,0.0002909526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000530461,"about_ca_system_score_gemma":0.0005196963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0052341,"about_ca_topic_score_gemma":0.007682255,"domain_scores_codex":[0.9995085,0.00007895414,0.00007705943,0.00006138314,0.000130025,0.0001440958],"domain_scores_gemma":[0.9958132,0.001408426,0.001806445,0.0001513268,0.0001831077,0.0006375643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002144363,0.0001784947,0.9911862,0.00003493571,0.0002086918,0.0006571648,0.0001582117,0.0001077373,0.0009293362,0.00005075632,0.0003057896,0.004038244],"study_design_scores_gemma":[0.00001756961,0.000381024,0.9975987,0.00001646626,0.00007993379,0.001116761,0.0002002046,0.0001562589,0.0002044976,0.00003015949,0.0001865031,0.00001202984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985702,0.0007003581,0.00002884143,0.00005901679,0.00001797873,0.000003086263,0.0001505131,0.000002697273,0.0004671798],"genre_scores_gemma":[0.9989022,0.0004476708,0.00003396509,0.00005575534,0.00004448468,0.000005493442,0.0002863184,0.000003568098,0.0002204407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0052341,"threshold_uncertainty_score":0.01040727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125261920643816,"score_gpt":0.2080813208106075,"score_spread":0.1968287016041693,"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."}}