{"id":"W1941877884","doi":"","title":"Occult HBV infection and HCC","year":2007,"lang":"en","type":"article","venue":"Vitae (Universidad de Antioquia)","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HBsAg; Hepatitis B virus; Occult; Virology; Biology; Hepatitis B; Gene; Hepatocellular carcinoma; Immunology; Virus; Medicine; Cancer research; Pathology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002577071,0.0001107922,0.0001991028,0.0002606767,0.0001876399,0.0000147988,0.00003205256,0.0001032311,0.00007717947],"category_scores_gemma":[0.00008669171,0.0001213594,0.00006122304,0.0003284262,0.0001157,0.0001922463,0.00005557074,0.0001444514,0.000109173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312065,"about_ca_system_score_gemma":0.00004269123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714782,"about_ca_topic_score_gemma":0.001955641,"domain_scores_codex":[0.9992115,0.00001817541,0.0001071309,0.0002022663,0.0001616479,0.0002992352],"domain_scores_gemma":[0.9995025,0.00005581585,0.00004762407,0.0001480963,0.0001000228,0.000145955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025179,0.00007626979,0.9504516,0.00006951263,0.0001023304,0.0003555327,0.00101518,7.431416e-7,0.02368815,0.001494666,0.005518865,0.01712469],"study_design_scores_gemma":[0.0009638838,0.0002211072,0.9720234,0.00006262856,0.00009728847,0.0001185281,0.0003495743,0.00005480981,0.002217716,0.0001124485,0.02364439,0.0001341753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724126,0.0001980905,0.003129221,0.0006626369,0.0001165315,0.0001549553,0.000004392247,0.0001228661,0.02319865],"genre_scores_gemma":[0.995958,0.0005196107,0.00118869,0.0005215462,0.0001171886,9.064186e-7,0.00000652092,0.00001458171,0.001672945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354536,"threshold_uncertainty_score":0.4948893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609299098024147,"score_gpt":0.2923653063071269,"score_spread":0.2762723153268854,"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."}}