{"id":"W2011208084","doi":"10.4103/0019-5049.100812","title":"Liver transplantation: Advances and perioperative care","year":2012,"lang":"en","type":"article","venue":"Indian Journal of Anaesthesia","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Liver transplantation; Perioperative; Intensive care medicine; Transplantation; Organ transplantation; MEDLINE; Review article; General surgery; Surgery; Pathology","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":[0.00008704491,0.00007705305,0.0001700035,0.0001049224,0.0000483862,0.00001213436,0.00003419067,0.00004244713,0.00007081274],"category_scores_gemma":[0.000004987976,0.00005617936,0.00005658271,0.00005883775,0.0000487067,0.0003328905,0.000001213432,0.0001227989,0.000004264173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002082157,"about_ca_system_score_gemma":0.00004713571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002431511,"about_ca_topic_score_gemma":0.00000241495,"domain_scores_codex":[0.9995004,0.0000249798,0.0001855503,0.00004525413,0.0001310971,0.0001127304],"domain_scores_gemma":[0.9996039,0.00001383689,0.00008971003,0.00004365242,0.00009017059,0.0001587342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005105876,0.00009157808,0.7662759,0.001726786,0.00007850583,0.004402926,0.1251228,0.000001395306,0.0003309496,0.0007683617,0.00009354608,0.1005966],"study_design_scores_gemma":[0.002444842,0.001893489,0.894868,0.000541406,0.0004710233,0.02482438,0.01365957,0.000001090905,0.0300115,0.00002598292,0.03100282,0.0002559065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785222,0.01972959,0.0003513556,0.0006116945,0.00005663037,0.00008706703,0.00000433967,0.00001150901,0.0006255799],"genre_scores_gemma":[0.9660626,0.0283572,0.005014825,0.0003702157,0.000148393,7.612832e-7,0.000002829721,0.00000904096,0.00003410005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285921,"threshold_uncertainty_score":0.2290928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008305790651831908,"score_gpt":0.2656493775237418,"score_spread":0.2573435868719099,"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."}}