{"id":"W2995918592","doi":"10.3138/canlivj.2019-0024","title":"Baseline assessment of and linkage to care for newly diagnosed patients with chronic hepatitis B","year":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Grey Nuns Community Hospital; University of Calgary; Ministry of Health; University of Alberta","funders":"Health Canada; Alberta Health Services","keywords":"Medicine; Specialty; Internal medicine; Chronic hepatitis; HBeAg; Cohort; Hepatitis B; Hepatocellular carcinoma; HBsAg; Family medicine; Immunology; Hepatitis B virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001160563,0.0001190414,0.0002950418,0.0002003566,0.0001237048,0.00001957242,0.00005798871,0.00004600309,0.0002370347],"category_scores_gemma":[0.00009003724,0.00009834362,0.00004392593,0.00009209228,0.00003156241,0.0000715248,0.00001573065,0.0001589806,0.000008593769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007609812,"about_ca_system_score_gemma":0.001317725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07869169,"about_ca_topic_score_gemma":0.6648328,"domain_scores_codex":[0.9991199,0.00002763119,0.0002030885,0.0001527519,0.0002003774,0.0002962034],"domain_scores_gemma":[0.998547,0.00007572125,0.00007983153,0.0001375502,0.000528949,0.0006309625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002147854,0.00001644347,0.9813211,0.0001668783,0.00008363276,0.00006516642,0.0007367848,0.00001613278,0.00002149563,0.00002071809,0.002686594,0.0148436],"study_design_scores_gemma":[0.002938578,0.001826332,0.9691203,0.000442904,0.00009043644,0.00001552215,0.00007944862,0.0002034224,0.00002120536,0.000002083774,0.02514549,0.0001142905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965618,0.0009303117,0.0002816171,0.0004355917,0.0001715964,0.0009213744,0.0002927344,0.000004727307,0.0004002784],"genre_scores_gemma":[0.9948015,0.0003250777,0.003676584,0.0007681084,0.0001987477,0.00001879334,0.0000338124,0.00002364816,0.0001537593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5861412,"threshold_uncertainty_score":0.9274434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00868276520090119,"score_gpt":0.251165157929333,"score_spread":0.2424823927284318,"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."}}