{"id":"W1964702323","doi":"10.1053/jcan.2003.24","title":"Con: Preoperative autologous donation has no role in cardiac surgery","year":2003,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Donation; Cardiac surgery; 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":[0.001369071,0.0002360082,0.0004604957,0.000375117,0.0009131273,0.001180762,0.0007113378,0.003641187,0.04718112],"category_scores_gemma":[0.00688295,0.0001166392,0.0001862966,0.0004319212,0.001105975,0.001084093,0.0004696965,0.001984024,0.00840437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513004,"about_ca_system_score_gemma":0.0008962153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003357014,"about_ca_topic_score_gemma":0.0008906781,"domain_scores_codex":[0.9992368,0.0001950252,0.000108916,0.00009158586,0.0002242946,0.000143356],"domain_scores_gemma":[0.9947713,0.002815602,0.0005930413,0.0003544529,0.0007401438,0.0007254469],"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":[0.004719822,0.0004457122,0.03252153,0.0005207171,0.00008444076,0.006469638,0.0001714113,0.0002341713,0.002696372,0.0192843,0.6403157,0.2925362],"study_design_scores_gemma":[0.0006093117,0.001037405,0.08584864,0.0007266973,0.0001875983,0.03211789,0.001259155,0.001558789,0.005780667,0.0325588,0.8382447,0.00007036405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1847374,0.01628844,0.002040091,0.3007818,0.05574226,0.00009424947,0.002965343,0.0005442229,0.4368061],"genre_scores_gemma":[0.7439201,0.005792643,0.002841037,0.1005858,0.05750006,0.0001331565,0.001933047,0.000181641,0.08711264],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04718112,"threshold_uncertainty_score":0.1578366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442791733851179,"score_gpt":0.2496397284857611,"score_spread":0.2352118111472493,"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."}}