{"id":"W2122213689","doi":"10.7150/jca.4280","title":"Promising Urinary Protein Biomarkers for the Early Detection of Hepatocellular Carcinoma among High<i>-</i>Risk Hepatitis C Virus Egyptian Patients","year":2012,"lang":"en","type":"article","venue":"Journal of Cancer","topic":"Hepatitis C virus research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Egyptian Cultural and Educational Bureau","keywords":"Hepatocellular carcinoma; Medicine; Biomarker; Hepatitis C virus; Urine; Hepatitis B virus; Internal medicine; Hepatitis C; Carcinoma; Gastroenterology; Oncology; Virus; Virology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008795974,0.0001579911,0.0003723838,0.0002281668,0.0001544235,0.00002343872,0.0001591866,0.0001101559,0.00008253888],"category_scores_gemma":[0.0003543007,0.0001081654,0.0002400412,0.0002648736,0.0001419416,0.0003644218,0.00004060608,0.0003906561,0.00000287847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781841,"about_ca_system_score_gemma":0.0002378164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430332,"about_ca_topic_score_gemma":0.0005191963,"domain_scores_codex":[0.9978893,0.0001577426,0.0006381795,0.0001266329,0.0007811172,0.0004069969],"domain_scores_gemma":[0.997896,0.0001192796,0.0007506039,0.0002367016,0.000740998,0.0002564134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00103595,0.0002090108,0.9197263,0.0001554716,0.000324728,0.00001231565,0.000385586,0.000002977431,0.0286068,0.000001931508,0.0001242478,0.04941475],"study_design_scores_gemma":[0.001993706,0.001457101,0.8391442,0.0002626492,0.0002384387,0.000008362671,0.00002335533,0.0005363371,0.1544331,0.00001762943,0.001790429,0.00009474465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947438,0.002146397,0.0009149934,0.0001230738,0.0004642193,0.001497745,0.00005495774,0.000007989639,0.00004684487],"genre_scores_gemma":[0.9980661,0.0005813859,0.0004838454,0.00002964697,0.0005920869,0.0001272038,0.000002103428,0.00004582458,0.0000718556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258263,"threshold_uncertainty_score":0.9922605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021724502124887,"score_gpt":0.2871007929033593,"score_spread":0.2668835478821104,"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."}}