{"id":"W2140784287","doi":"10.1136/gut.2005.071332","title":"Predicting survival in hepatitis B","year":2005,"lang":"en","type":"review","venue":"Gut","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Cirrhosis; Jaundice; Hepatitis B; Cohort; Liver disease; HBeAg; Adverse effect; Hepatitis; Gastroenterology; Hepatitis C; Immunology; Hepatitis B virus; HBsAg","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":[0.001028366,0.0003421468,0.0002813895,0.001129504,0.0003519536,0.000522549,0.0003223852,0.0006746764,0.00277112],"category_scores_gemma":[0.003894737,0.0001203299,0.0004219112,0.0007676347,0.0001835961,0.000753139,0.0007037514,0.001065044,0.0006520442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101181,"about_ca_system_score_gemma":0.000296604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200816,"about_ca_topic_score_gemma":0.002255713,"domain_scores_codex":[0.9996732,0.0001169902,0.00003565562,0.00004262933,0.00004697193,0.00008451498],"domain_scores_gemma":[0.9987866,0.0003244294,0.0002566144,0.00004091731,0.000197885,0.0003935304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006028406,0.00008306511,0.9537007,0.00005633668,0.00005865209,0.0001505345,0.00008636598,0.000394568,0.0001392405,0.0001148361,0.004313817,0.04029908],"study_design_scores_gemma":[0.00008345756,0.001178963,0.981876,0.0001989967,0.0001577989,0.0009841839,0.000378252,0.005817397,0.000326959,0.001656785,0.007305702,0.00003539418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9820659,0.009573878,0.0006550405,0.002610325,0.000416675,0.00002942617,0.00121368,0.00005279669,0.003382386],"genre_scores_gemma":[0.9947405,0.001863729,0.0002839516,0.0004490964,0.0003914407,0.00002249322,0.001583366,0.000007003355,0.0006583564],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00277112,"threshold_uncertainty_score":0.00927031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085838380745367,"score_gpt":0.3752009211861665,"score_spread":0.2893625404407996,"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."}}