{"id":"W1851163421","doi":"10.1002/lt.23814","title":"Attitudes of italian liver transplantation centers toward the eligibility of controversial candidates","year":2013,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Concordance; Liver transplantation; Transplantation; Hepatocellular carcinoma; Family medicine; Surgery; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004741384,0.0002433881,0.0001817783,0.001131283,0.0009527871,0.001512133,0.0003685863,0.0008914236,0.003353788],"category_scores_gemma":[0.01366557,0.0001515596,0.0003819098,0.0008149337,0.001346878,0.0004700455,0.00112172,0.0007163174,0.0004848814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991185,"about_ca_system_score_gemma":0.001156901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00669516,"about_ca_topic_score_gemma":0.007188317,"domain_scores_codex":[0.9976133,0.001236745,0.0001383401,0.0001143819,0.0004180808,0.0004791654],"domain_scores_gemma":[0.9901867,0.002736535,0.003686642,0.0003323763,0.0009256659,0.002132116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003650922,0.0002667405,0.9410617,0.0001011221,0.0000342924,0.0006385471,0.02735575,0.0001387188,0.001037669,0.0003972402,0.005420463,0.02318265],"study_design_scores_gemma":[0.00003137897,0.0004449504,0.9650484,0.0001566888,0.00002709518,0.0007794555,0.02185588,0.0003767098,0.0002508906,0.0001496554,0.0108257,0.0000530543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932346,0.0003455435,0.00008772011,0.001457145,0.00004120069,0.00002786104,0.00004320637,0.000006439114,0.004756288],"genre_scores_gemma":[0.9978268,0.0003223629,0.0001217237,0.001009982,0.00009828533,0.00002317965,0.00004843264,0.000003967288,0.0005453997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00669516,"threshold_uncertainty_score":0.02507514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03069131354771014,"score_gpt":0.3069898373604541,"score_spread":0.2762985238127439,"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."}}