{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001680058,0.0001311144,0.0007595361,0.0002269908,0.00005510202,0.00003866314,0.00003519754,0.00009950465,0.00003471477],"category_scores_gemma":[0.00009730265,0.0001059159,0.0004324839,0.0001678527,0.00004985026,0.0001328712,0.000004766031,0.0002167013,0.000006615304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004236037,"about_ca_system_score_gemma":0.0001666972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001093353,"about_ca_topic_score_gemma":0.000001223677,"domain_scores_codex":[0.998562,0.0003770566,0.0003889583,0.000142781,0.0003686246,0.0001606134],"domain_scores_gemma":[0.9993239,0.00007351632,0.0001090534,0.0001448363,0.0002219516,0.0001267485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001489869,0.001568304,0.812306,0.001325299,0.005958525,0.004916524,0.005730871,0.000306457,0.004308551,0.005860909,0.006609597,0.1496191],"study_design_scores_gemma":[0.002350435,0.0005690146,0.6248599,0.0005340073,0.001607928,0.002916026,0.001149356,0.0001073388,0.003189094,0.0001622735,0.3621652,0.0003894047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773805,0.01411802,0.001823188,0.001637857,0.0001842522,0.000509707,5.714541e-7,0.00001959759,0.00432633],"genre_scores_gemma":[0.9954906,0.002943421,0.0009514436,0.0003488362,0.0001043695,0.000006572482,0.000001955488,0.00001559521,0.0001372106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3555556,"threshold_uncertainty_score":0.4319126,"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."}}