{"id":"W2738514580","doi":"10.1053/j.jvca.2017.07.019","title":"Preliminary Experience in Combined Somatic and Cerebral Oximetry Monitoring in Liver Transplantation","year":2017,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Liver transplantation; Somatic cell; Intensive care medicine; Transplantation; Cardiology; Internal medicine; Genetics","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":[0.0003758166,0.00009908646,0.0003706044,0.0001769545,0.00006252376,0.00004583596,0.00006752845,0.00007743998,0.000002765051],"category_scores_gemma":[0.00002255143,0.00008157745,0.00009455968,0.0000452862,0.00004413677,0.0003162155,0.000005552622,0.0001706707,2.682025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002370326,"about_ca_system_score_gemma":0.00002209884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003019589,"about_ca_topic_score_gemma":0.000001355591,"domain_scores_codex":[0.9992393,0.00005695378,0.0002968929,0.0001014285,0.0001966247,0.000108815],"domain_scores_gemma":[0.9995792,0.00003152858,0.0001417804,0.0001377403,0.00003433079,0.00007542855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003190562,0.00003557253,0.9870496,0.0006459109,0.00002735834,0.002356538,0.002962263,0.000003210898,0.0003882871,0.00001909902,8.246986e-7,0.006192224],"study_design_scores_gemma":[0.001543997,0.0002545488,0.9874231,0.0006174925,0.0001498644,0.003644262,0.0004875814,0.0001107928,0.005636345,0.00003704612,0.00001186728,0.00008306947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968185,0.001961963,0.000776857,0.0002319239,0.00002717335,0.0001374778,2.157915e-7,0.000006859462,0.00003898564],"genre_scores_gemma":[0.9906269,0.007488598,0.001786744,0.00002650051,0.00004940555,0.000002651255,5.556522e-7,0.00001036205,0.000008287557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006191649,"threshold_uncertainty_score":0.3326632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126329209680168,"score_gpt":0.3107119622382974,"score_spread":0.2894486701414957,"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."}}