{"id":"W2789522572","doi":"10.1503/cjs.010017","title":"Intraoperative cell salvage with autologous transfusion in elective right or repeat hepatectomy: a propensity-score–matched case–control analysis","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatectomy; Confidence interval; Surgery; Blood transfusion; Propensity score matching; Blood loss; Resection; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002514207,0.0003896581,0.000537933,0.0009199752,0.0005253124,0.0006445699,0.0005184278,0.0007191772,0.001665298],"category_scores_gemma":[0.003589186,0.0004904732,0.001420156,0.001282378,0.0005341232,0.000479069,0.0004081365,0.0005495645,0.0001740008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755327,"about_ca_system_score_gemma":0.0004347542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972965,"about_ca_topic_score_gemma":0.001456415,"domain_scores_codex":[0.9985061,0.0003965989,0.0002453998,0.0004544686,0.000245922,0.0001514774],"domain_scores_gemma":[0.9969066,0.0007693742,0.001259143,0.0006468424,0.0001590492,0.0002591063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003744906,0.0002631464,0.9914847,0.0000373133,0.001040416,0.0002875595,0.00007417778,0.0001782917,0.0006242897,0.0001082232,0.0001540655,0.002002897],"study_design_scores_gemma":[0.0006233633,0.001759427,0.9899468,0.00001934235,0.001134419,0.001101559,0.0002243403,0.003856463,0.0004103144,0.0002366333,0.0006605576,0.00002686778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989637,0.0002581096,0.0004569972,0.00001701625,0.00001343201,0.00004074321,0.00009285939,0.000003288367,0.000153879],"genre_scores_gemma":[0.999604,0.00005219287,0.0001566783,0.00001689444,0.00001452662,0.00002437317,0.00009724622,0.000001582548,0.0000324294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002514207,"threshold_uncertainty_score":0.0132966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358193799192888,"score_gpt":0.2408448051903235,"score_spread":0.2172628671983946,"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."}}