{"id":"W4399080010","doi":"10.1201/9781003523758-2","title":"What Is the Likelihood That My Patient With Chronic Hepatitis C Will Develop Cirrhosis, Hepatocellular Carcinoma, and/or Hepatic Decompensation?","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Cirrhosis; Decompensation; Medicine; Chronic hepatitis; Gastroenterology; Internal medicine; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007785733,0.0005585126,0.0006363765,0.0004950742,0.0006849089,0.002056357,0.0005955052,0.002325893,0.03623456],"category_scores_gemma":[0.002945072,0.0002718403,0.0004031319,0.0003017874,0.0009269127,0.003127514,0.0006244307,0.003932804,0.02089341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600514,"about_ca_system_score_gemma":0.0005446079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229632,"about_ca_topic_score_gemma":0.00272416,"domain_scores_codex":[0.9996787,0.0001188751,0.00001378655,0.00002772171,0.0001360739,0.00002479107],"domain_scores_gemma":[0.9990019,0.0006946374,0.00004775596,0.00002083454,0.0001317802,0.0001030715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002315796,0.00003237342,0.0003911102,0.0002219619,0.000009209572,0.0005282136,0.0003525249,0.0001052888,0.0001270204,0.01009632,0.8608924,0.1272206],"study_design_scores_gemma":[0.00001033181,0.00004234549,0.0005678005,0.0007242622,0.000008103867,0.004419971,0.0003801413,0.0001595983,0.00007445968,0.01177176,0.9818263,0.0000148603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002442308,0.1457444,0.005708145,0.333401,0.02124892,0.00009746449,0.0005593647,0.0004117567,0.4903867],"genre_scores_gemma":[0.03067878,0.1695476,0.01019285,0.2090741,0.02874522,0.0001735246,0.0004677806,0.0003089117,0.5508112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03623456,"threshold_uncertainty_score":0.1212167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643066125922365,"score_gpt":0.2662057750914686,"score_spread":0.2397751138322449,"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."}}