{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005832871,0.0004646462,0.0003408601,0.001388053,0.0002058599,0.0006448535,0.0002159406,0.0003653808,0.0005396013],"category_scores_gemma":[0.000855348,0.0001805248,0.0002317456,0.0007437104,0.0001928144,0.0002157245,0.00026972,0.0002784921,0.0001641798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275186,"about_ca_system_score_gemma":0.0001932852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007399857,"about_ca_topic_score_gemma":0.001409317,"domain_scores_codex":[0.9997554,0.00007106188,0.0000271719,0.00004569807,0.00006558306,0.00003503198],"domain_scores_gemma":[0.9996104,0.00007105868,0.0001474196,0.00001424699,0.000119166,0.00003777499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001645387,0.0002869562,0.7796335,0.00046642,0.0002099369,0.0006776063,0.000225597,0.0005910429,0.1527596,0.0001626427,0.000826138,0.06251533],"study_design_scores_gemma":[0.00007558347,0.001912422,0.837976,0.0001258278,0.0003975884,0.003431161,0.0006600963,0.00710869,0.1425154,0.000270323,0.005461301,0.0000655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901932,0.005206312,0.002837485,0.000157321,0.00003407215,0.00006206843,0.0006147275,0.0001070358,0.0007877228],"genre_scores_gemma":[0.9924514,0.001052839,0.005339346,0.0001094851,0.00002317145,0.00003352183,0.0004315184,0.000005949297,0.0005527392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388053,"threshold_uncertainty_score":0.003084779,"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."}}