{"id":"W4220976114","doi":"10.1097/txd.0000000000001258","title":"Association of Phlebotomy on Blood Product Transfusion Requirements During Liver Transplantation: An Observational Cohort Study on 1000 Cases","year":2022,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Phlebotomy; Blood product; Observational study; Cohort study; Blood transfusion; Blood pressure; Cohort; Dissection (medical)","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":[0.001337139,0.0004281021,0.0006535299,0.001117739,0.000674732,0.001054174,0.00062234,0.0007824837,0.00133789],"category_scores_gemma":[0.003553335,0.0007801842,0.0009155247,0.001803163,0.0004940665,0.001053612,0.0006981449,0.001075473,0.0002597197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733449,"about_ca_system_score_gemma":0.0006182536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006496448,"about_ca_topic_score_gemma":0.005419199,"domain_scores_codex":[0.9986905,0.0002903187,0.0002026765,0.0003260949,0.0002664068,0.0002239301],"domain_scores_gemma":[0.9965643,0.0005834359,0.0017813,0.0003917246,0.0001953529,0.0004839603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005777121,0.00002379452,0.999567,0.000003339664,0.00003506077,0.00004617775,0.00002877704,0.0000133231,0.00003649437,0.000004374876,0.0000244283,0.0001594112],"study_design_scores_gemma":[0.000008744748,0.0001318191,0.9989738,0.000006535326,0.00004311559,0.0003513209,0.0001701181,0.000193703,0.00002876646,0.00001074755,0.00007641959,0.000004799776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993941,0.0001653147,0.00006889839,0.00001864646,0.000003630214,0.000008668252,0.0002382181,0.000002267446,0.0001003111],"genre_scores_gemma":[0.9994499,0.0001121751,0.00005285175,0.00001652991,0.000007910593,0.00001120092,0.0003075121,0.000002023707,0.00003993171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006496448,"threshold_uncertainty_score":0.01291728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985467542511567,"score_gpt":0.3143755035450321,"score_spread":0.2645208281199165,"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."}}