{"id":"W2068883132","doi":"10.1007/bf03017046","title":"Perioperative transfusion increases mortality","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Perioperative; Medicine; Blood transfusion; Intensive care medicine; Anesthesia; 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":[0.0007373576,0.0003533232,0.0004650459,0.0005697887,0.0005488307,0.001100294,0.0003355782,0.0009619655,0.01313699],"category_scores_gemma":[0.00834223,0.0003066431,0.00104762,0.0006939612,0.0002303503,0.0004729234,0.0004948876,0.002135085,0.001465397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005001595,"about_ca_system_score_gemma":0.001215059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769103,"about_ca_topic_score_gemma":0.004438883,"domain_scores_codex":[0.9990371,0.0003071805,0.000100552,0.00009067856,0.0002718623,0.0001925898],"domain_scores_gemma":[0.9944786,0.001812788,0.001897703,0.0005084656,0.0005102474,0.0007922559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003123256,0.0005401644,0.8922337,0.0003087444,0.001110656,0.0007099101,0.0001408995,0.0002346368,0.001752172,0.0009003023,0.01593625,0.08300924],"study_design_scores_gemma":[0.00009068035,0.0004280572,0.9877151,0.0002033641,0.0008184388,0.001388918,0.0002492876,0.0004149406,0.0006089364,0.001237329,0.006825793,0.00001921728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939311,0.04120923,0.001212207,0.0179237,0.002274518,0.00004133871,0.001319918,0.0001758054,0.04191232],"genre_scores_gemma":[0.9803259,0.01067682,0.0006786779,0.002139447,0.001746484,0.00002316838,0.0007275147,0.00003694998,0.003644823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313699,"threshold_uncertainty_score":0.04394758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216953881450501,"score_gpt":0.229142674232361,"score_spread":0.216973135417856,"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."}}