{"id":"W3014986458","doi":"10.22037/amls.v4i4.24922","title":"Epidemiology and Clinical Characteristics of Patients with Hepatocellular Carcinoma in North-East of Iran","year":2020,"lang":"en","type":"article","venue":"Medical Laboratory Sciences","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; HBsAg; Epidemiology; Hepatocellular carcinoma; Medical record; Retrospective cohort study; Internal medicine; Cancer; Liver cancer; Disease; Hepatitis B virus; Virus; Immunology","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":[0.0003425662,0.0001856652,0.0002849488,0.001141356,0.0004560124,0.0003475455,0.0002458667,0.000308135,0.00110691],"category_scores_gemma":[0.001073753,0.0002041691,0.0002413386,0.001176245,0.0002872153,0.0003523988,0.0002223701,0.000337037,0.0001295643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530641,"about_ca_system_score_gemma":0.0004775444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004938,"about_ca_topic_score_gemma":0.00549941,"domain_scores_codex":[0.9996855,0.00006748822,0.00004247921,0.00005714883,0.00008114156,0.00006623157],"domain_scores_gemma":[0.9992394,0.00009448345,0.0003896857,0.00002635351,0.00009365996,0.0001564871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001725751,0.00001942628,0.9992595,0.000004586832,0.000007371587,0.00008915738,0.00005020496,0.000008945279,0.00007085958,0.000005899828,0.0000488387,0.0004178711],"study_design_scores_gemma":[0.000002959579,0.00005391691,0.9986386,0.000004282156,0.000006463094,0.0007755181,0.0003602797,0.00003491777,0.0000165856,0.000009006219,0.0000955521,0.000001957528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992732,0.0002767018,0.00001986764,0.00006005106,0.000005763173,0.000007057914,0.0001082839,0.000001884703,0.0002471932],"genre_scores_gemma":[0.999582,0.0001577643,0.00004008894,0.00003007595,0.00001179761,0.000008442466,0.0001300402,6.036582e-7,0.00003924642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005004938,"threshold_uncertainty_score":0.009951591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142794491063395,"score_gpt":0.3027610881237923,"score_spread":0.2513331432131583,"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."}}