{"id":"W6939023637","doi":"10.6084/m9.figshare.17047065","title":"Additional file 4 of Combined proteomic/transcriptomic signature of recurrence post-liver transplantation for hepatocellular carcinoma beyond Milan","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hepatocellular carcinoma; Milan criteria; Transplantation; Hazard ratio; Gene signature; Signature (topology); Liver transplantation; Hepatocellular cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001486864,0.001203097,0.001492469,0.002205556,0.000692576,0.001712207,0.001621907,0.001356352,0.7828851],"category_scores_gemma":[0.02016981,0.0005475166,0.001475792,0.002951931,0.0002695578,0.001283117,0.001036801,0.0009247661,0.09711681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048092,"about_ca_system_score_gemma":0.001642047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008271672,"about_ca_topic_score_gemma":0.01650923,"domain_scores_codex":[0.9993317,0.00009414712,0.0001176852,0.0002103137,0.0001292441,0.0001169401],"domain_scores_gemma":[0.9857575,0.01076506,0.0009270124,0.0007029384,0.00146999,0.0003775175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009889018,0.0001265782,0.009275964,0.006775212,0.0002583383,0.000151231,0.00008677544,0.0009602143,0.000374372,0.0005188672,0.9684159,0.01206763],"study_design_scores_gemma":[0.01360164,0.0008344138,0.1296349,0.009524507,0.001182339,0.001775453,0.0008465259,0.005922238,0.002224115,0.01512003,0.8189085,0.0004253282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001955174,0.00002331171,0.0001166983,0.00006219011,0.0000146687,0.00002790088,0.9992303,0.0001347768,0.0001947022],"genre_scores_gemma":[0.009600181,0.0001442748,0.001858157,0.0004910007,0.0001044319,0.0009621701,0.9819155,0.0004422904,0.004481987],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7828851,"threshold_uncertainty_score":0.309688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410535605859371,"score_gpt":0.2063417522371138,"score_spread":0.1922363961785201,"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."}}