{"id":"W1541152458","doi":"10.1155/2010/931326","title":"Management of Hepatitis B: A Longitudinal National Survey – Impact of the Canadian Hepatitis B Consensus Guidelines","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Genentech","keywords":"Medicine; Hepatitis B; Family medicine; Public health; Hepatitis B virus; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008126409,0.0001809567,0.0007009156,0.0004934783,0.0001855095,0.000007602188,0.0002069015,0.0001761859,0.0002272892],"category_scores_gemma":[0.0006283789,0.0001364389,0.000208936,0.00016215,0.00112022,0.0000346533,0.00003564816,0.0004572817,0.000001851031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207496,"about_ca_system_score_gemma":0.002965783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8682641,"about_ca_topic_score_gemma":0.9988143,"domain_scores_codex":[0.99813,0.0002044984,0.0008256424,0.000165095,0.0002069615,0.0004678675],"domain_scores_gemma":[0.9969108,0.00009994447,0.0004898202,0.0001993085,0.00169697,0.0006031675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002036599,0.00002059967,0.991078,0.00003698513,0.0006912697,0.0004663224,0.00007447237,0.00000716357,0.00004289209,0.0004629526,0.006704271,0.0002114026],"study_design_scores_gemma":[0.001015258,0.0009241886,0.9930599,0.00008587974,0.0001425536,0.003861833,0.000009336663,0.0000644398,0.00002476527,0.0002302367,0.0005220444,0.00005957532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937895,0.0002530035,0.0000127465,0.004290125,0.0006735482,0.0001708102,0.0004345182,0.000001912421,0.0003738367],"genre_scores_gemma":[0.9983443,0.0002359699,0.00072052,0.0005636141,0.00006911345,0.000003375943,0.00001100081,0.00001366834,0.00003844671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1305502,"threshold_uncertainty_score":0.5563815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884271934365459,"score_gpt":0.3222015874124207,"score_spread":0.2733588680687661,"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."}}