{"id":"W2561700016","doi":"10.1182/blood.v104.11.2709.2709","title":"Variation in Transfusion Rates amongst Canadian Academic and Community Medical Centers.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"","keywords":"Medicine; Trauma center; Retrospective cohort study; Odds ratio; Blood transfusion; Single Center; Cohort; Surgery; Emergency medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001920357,0.0003015372,0.00033722,0.002618743,0.001694645,0.001335031,0.001710837,0.0005488061,0.002254176],"category_scores_gemma":[0.0102176,0.0003234312,0.0003731716,0.005927154,0.0007566279,0.0003450666,0.0007938191,0.0004552675,0.0002602137],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02290347,"about_ca_system_score_gemma":0.01748742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9484199,"about_ca_topic_score_gemma":0.962545,"domain_scores_codex":[0.9967735,0.0003027556,0.0002963493,0.0005631482,0.001387536,0.0006767195],"domain_scores_gemma":[0.9904687,0.00091831,0.003086669,0.0003373005,0.00364512,0.001543847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003889943,0.00001036305,0.9934419,0.00003573772,0.00003576445,0.00003460038,0.0005698095,0.00007606021,0.0000817458,0.00008809198,0.001173004,0.004413954],"study_design_scores_gemma":[0.000002866438,0.000008852376,0.9984745,0.00002252711,0.000008070757,0.00005824716,0.0005573001,0.0001652734,0.0000392026,0.00001388729,0.0006415031,0.000007736726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888383,0.001836822,0.0003100012,0.0008377651,0.00002888362,0.00004951833,0.00473522,0.0000432895,0.003320216],"genre_scores_gemma":[0.9977127,0.000490783,0.0002634231,0.0001245789,0.000009478869,0.00001413095,0.001080288,0.000006178167,0.0002982793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9770966,"threshold_uncertainty_score":0.1661771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424723396533975,"score_gpt":0.2567470089568213,"score_spread":0.2424997749914815,"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."}}