{"id":"W2169489859","doi":"10.7150/jca.3.19","title":"Promising Candidate Urinary MicroRNA Biomarkers for the Early Detection of Hepatocellular Carcinoma among High-Risk Hepatitis C Virus Egyptian Patients","year":2012,"lang":"en","type":"article","venue":"Journal of Cancer","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Egyptian Cultural and Educational Bureau","keywords":"Hepatocellular carcinoma; microRNA; Hepatitis C virus; Medicine; Gene; Virus; Oncology; Biology; Cancer research; Immunology; Genetics","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":[0.0002491111,0.0001135206,0.0001431957,0.00005716905,0.00009627522,0.00001480381,0.000126581,0.00009088802,0.00001069999],"category_scores_gemma":[0.00004715507,0.00008610547,0.0001631656,0.00006835829,0.00006884972,0.00002194343,0.0000320521,0.00007480134,3.473929e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007905394,"about_ca_system_score_gemma":0.00007686825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175128,"about_ca_topic_score_gemma":0.0002507407,"domain_scores_codex":[0.9991397,0.00006714244,0.000345005,0.0001017892,0.0001572445,0.0001891413],"domain_scores_gemma":[0.9987314,0.00001662926,0.000721873,0.0001626912,0.0002774755,0.00008991325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003105684,0.00004511502,0.5934454,0.00002310735,0.0001687023,4.806834e-7,0.00005444029,0.00002217629,0.4026741,3.036673e-7,0.000110113,0.003145479],"study_design_scores_gemma":[0.0005384923,0.000206373,0.5638533,0.00002347952,0.0001314913,0.000003435613,0.00000680408,0.00008419051,0.4343662,0.00000572354,0.0007196573,0.00006081506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922518,0.005055324,0.001734026,0.00001919655,0.0005337921,0.0003111974,0.00008933122,0.000001772042,0.000003589127],"genre_scores_gemma":[0.9987254,0.0005360566,0.0002034483,0.00001503736,0.0004521412,0.00001828028,0.00001246195,0.00002313622,0.00001401045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169208,"threshold_uncertainty_score":0.3511279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006470882113136565,"score_gpt":0.2288701544563775,"score_spread":0.2223992723432409,"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."}}