{"id":"W4289109794","doi":"10.3390/curroncol29080431","title":"Liver Cancer-Specific Isoform of Serine Protease Inhibitor Kazal for the Detection of Hepatocellular Carcinoma: Results from a Pilot Study in Patients with Dysmetabolic Liver Disease","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Internal medicine; Gastroenterology; Biomarker; Liver cancer; Liver disease; Fatty liver; Chronic liver disease; Cancer; Serology; Disease; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002012886,0.0005263539,0.0005681239,0.0005432164,0.0003019716,0.0005333798,0.0001986788,0.000392522,0.0004206965],"category_scores_gemma":[0.004194025,0.0003444671,0.000427931,0.0003790848,0.0004412008,0.0004473905,0.0003364375,0.0005001647,0.0002105491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360359,"about_ca_system_score_gemma":0.0002321844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007902522,"about_ca_topic_score_gemma":0.0007223936,"domain_scores_codex":[0.9991794,0.0003993695,0.00006208223,0.0001728345,0.0001224365,0.00006388675],"domain_scores_gemma":[0.9976339,0.000983692,0.0004128646,0.0001953924,0.0003399169,0.0004341153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003221144,0.0003158168,0.9883697,0.00001775689,0.0001087487,0.0002098267,0.0002001287,0.00007005288,0.003826183,0.00001295099,0.00004357546,0.003604031],"study_design_scores_gemma":[0.0002186244,0.004506742,0.9909806,0.000005513719,0.0001610205,0.00124918,0.0001725986,0.001270704,0.001144136,0.00002777369,0.0002481941,0.00001486216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994874,0.0001699931,0.0001778014,0.00001491501,0.000004075145,0.00001683857,0.00002391432,0.000004086688,0.0001009774],"genre_scores_gemma":[0.9995856,0.00005661176,0.000222955,0.00001819783,0.00001148196,0.00001065946,0.00005461347,0.00000166557,0.00003833058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002012886,"threshold_uncertainty_score":0.01064527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07108760059476446,"score_gpt":0.308435428961123,"score_spread":0.2373478283663585,"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."}}