{"id":"W4280523146","doi":"10.1371/journal.pone.0267474","title":"Features of fibrosis regression abound in “non-cirrhotic” patients with resected hepatocellular carcinoma","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"Faculty of Health Sciences, Queen's University; Queen's University","keywords":"Cirrhosis; Hepatocellular carcinoma; Medicine; Fibrosis; Gastroenterology; Internal medicine; Pathology; Hepatic fibrosis; CD34; Chronic liver disease; Liver disease; Biology; Stem cell","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002870434,0.000221318,0.0001807988,0.00147746,0.0003421094,0.0004047783,0.000174795,0.0003622551,0.001944301],"category_scores_gemma":[0.002018443,0.0001699017,0.0001748357,0.0006761047,0.0004640507,0.0004376952,0.0003550437,0.0002322453,0.0003063123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001692837,"about_ca_system_score_gemma":0.0001620364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128907,"about_ca_topic_score_gemma":0.001783739,"domain_scores_codex":[0.9997968,0.00004219322,0.00004154216,0.00003386049,0.0000502047,0.00003542807],"domain_scores_gemma":[0.9989603,0.0002367832,0.0005009359,0.00004718492,0.00008885036,0.0001659203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001816316,0.00001307448,0.9951917,0.00001327098,0.000008622489,0.001435244,0.00005659711,0.00003753713,0.000964077,0.00001096472,0.00006378276,0.002023428],"study_design_scores_gemma":[0.000004478663,0.00007673022,0.9939237,0.000005388088,0.00001099998,0.005265967,0.0001664686,0.0001201369,0.0002138627,0.00002446591,0.0001844426,0.000003294618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987578,0.0002841578,0.00006939807,0.00004087362,0.000006168558,0.000006849532,0.00005087028,0.000005059824,0.0007787871],"genre_scores_gemma":[0.9997005,0.00007240324,0.00006459391,0.0000125923,0.00001177903,0.000002630428,0.00006480375,0.000001089958,0.00006961637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001944301,"threshold_uncertainty_score":0.006504357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261687809712847,"score_gpt":0.2270914292411333,"score_spread":0.2009226482698486,"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."}}