{"id":"W1992107416","doi":"10.1136/gut.52.3.318","title":"Lessons from liver transplantation: flip, flop, and why?","year":2003,"lang":"en","type":"letter","venue":"Gut","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Transplantation; Liver transplantation; Hereditary hemochromatosis; Medicine; Hemochromatosis; Liver disease; Gastroenterology; Internal medicine; Clotting factor; Disease; Immunology","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":[0.001065604,0.0009863677,0.000884869,0.0005375445,0.001451808,0.001540012,0.001076017,0.01534797,0.002586057],"category_scores_gemma":[0.00813813,0.0004553061,0.0008482723,0.0004226027,0.002143758,0.00361677,0.0005715992,0.009454688,0.001245785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446742,"about_ca_system_score_gemma":0.0006865051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533745,"about_ca_topic_score_gemma":0.002116722,"domain_scores_codex":[0.9992773,0.0002815787,0.00008108445,0.0001087064,0.0001140423,0.0001372666],"domain_scores_gemma":[0.9981505,0.001073348,0.0001449693,0.00009132251,0.0002035528,0.0003362327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002799395,0.0002233727,0.01023331,0.0002258918,0.00005720154,0.7700042,0.0007361513,0.0003243041,0.0008871021,0.008292929,0.1751835,0.03355202],"study_design_scores_gemma":[0.0002593638,0.0002365686,0.0043257,0.0004162691,0.00006354238,0.8951416,0.00151053,0.00122786,0.0004283206,0.01624264,0.08007105,0.00007658201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0535965,0.0163528,0.001503113,0.8905794,0.02007071,0.00007489808,0.00007443999,0.0001188467,0.01762932],"genre_scores_gemma":[0.3487755,0.02500118,0.002537232,0.4843532,0.1246044,0.00008879913,0.0000709657,0.00008729863,0.0144814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01534797,"threshold_uncertainty_score":0.01049685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216069245722936,"score_gpt":0.2598195136632321,"score_spread":0.2376588212060028,"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."}}