{"id":"W2111287738","doi":"10.1016/j.humpath.2014.10.030","title":"Well-differentiated hepatocellular neoplasm of uncertain malignant potential—reply","year":2014,"lang":"en","type":"letter","venue":"Human Pathology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University; Hospital for Sick Children","funders":"","keywords":"Hepatocellular carcinoma; Neoplasm; Pathology; Medicine; Cancer research","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002287839,0.0008143059,0.001137083,0.0002497552,0.0001552253,0.00003000825,0.0007522524,0.001843472,0.0003758369],"category_scores_gemma":[0.00006030944,0.0007583469,0.0006226631,0.0000950625,0.0004202946,0.000003481413,0.0003615191,0.0006993857,0.0001776375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955259,"about_ca_system_score_gemma":0.00009419483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001118023,"about_ca_topic_score_gemma":0.00002474387,"domain_scores_codex":[0.9960307,0.0006135794,0.0008855156,0.001320924,0.0003218658,0.0008273796],"domain_scores_gemma":[0.9972502,0.00004788331,0.0008263398,0.00158905,0.0001844435,0.0001021001],"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":[0.00004447854,0.0002425727,0.01654392,0.0003219864,0.0008356099,0.002497162,0.0000538086,0.00002349745,0.2080527,0.00006766678,0.7711841,0.0001324961],"study_design_scores_gemma":[0.003036486,0.001567859,0.004930822,0.0001713186,0.00106911,0.0007970802,0.00003297921,0.00004741048,0.160114,0.0004439339,0.8261337,0.001655251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948559,0.002121761,0.0007548041,0.04439998,0.001065615,0.001141333,0.0003019827,0.0001143614,0.001541147],"genre_scores_gemma":[0.7673611,0.0005326889,0.0003301392,0.2136168,0.001784948,0.0002718852,0.009334627,0.0002599662,0.006507848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811979,"threshold_uncertainty_score":0.9994867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758217066931416,"score_gpt":0.2518925858908431,"score_spread":0.234310415221529,"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."}}