{"id":"W1984294917","doi":"10.1016/j.transproceed.2004.07.039","title":"Leukoreduction and acute rejection in liver transplantation: An interim analysis","year":2004,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"WSP (Canada); Montreal General Hospital","funders":"","keywords":"Interim; Medicine; Transplantation; Liver transplantation; Leukoreduction; Interim analysis; Graft rejection; Intensive care medicine; Surgery; Clinical trial; Internal medicine; Political science","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":[0.000169374,0.0002012239,0.0003085535,0.0007829356,0.0000878565,0.00005599941,0.00005444422,0.000145663,0.00006808258],"category_scores_gemma":[0.000002876375,0.0001972005,0.00009242114,0.0009101061,0.00006724776,0.0008184068,0.000002091986,0.0002041638,0.000006569497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035952,"about_ca_system_score_gemma":0.00004086094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351868,"about_ca_topic_score_gemma":0.0002686455,"domain_scores_codex":[0.9987368,0.0000106049,0.0003970022,0.0004108369,0.0002391113,0.0002056474],"domain_scores_gemma":[0.9995887,0.00001114306,0.00008825795,0.00007431376,0.0001073208,0.0001302307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01272889,0.001934085,0.484322,0.01236222,0.00232553,0.002474448,0.1742525,0.000555416,0.2645576,0.03204368,0.00003814996,0.01240551],"study_design_scores_gemma":[0.004710243,0.0007976239,0.8112261,0.0002465595,0.004498749,0.002605651,0.001077655,0.0002920642,0.1734446,0.0007065237,0.00002353457,0.0003706013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852452,0.00004024824,0.01260935,0.0005640489,0.00005569006,0.0004087357,0.00002876966,0.0002512738,0.0007967213],"genre_scores_gemma":[0.983097,0.009572447,0.006530567,0.0002685177,0.00005294485,0.00003870867,0.0003375272,0.00002439827,0.00007795001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269042,"threshold_uncertainty_score":0.8041604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582799126750704,"score_gpt":0.2914106260458431,"score_spread":0.2755826347783361,"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."}}