{"id":"W2799737080","doi":"10.1093/fampra/cmy032","title":"Improving the hepatitis cascade: assessing hepatitis testing and its management in primary health care in China","year":2018,"lang":"en","type":"article","venue":"Family Practice","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Shanghai Municipal Health and Family Planning Commission; Government of Jiangxi Province; Chinese Medical Association; World Health Organization","keywords":"Medicine; China; Primary care; Hepatitis; Hepatitis A; Primary health care; Intensive care medicine; Family medicine; Virology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115363,0.0002145401,0.0003773522,0.0001917342,0.0003559726,0.00009645774,0.0001077703,0.00006987205,0.000005442616],"category_scores_gemma":[0.00261054,0.000180656,0.00002440883,0.0006291255,0.00009541324,0.0007117105,0.0002883296,0.0005159162,0.00002074637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800895,"about_ca_system_score_gemma":0.0002706164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06429507,"about_ca_topic_score_gemma":0.01610676,"domain_scores_codex":[0.9978068,0.0003569829,0.000494997,0.0004465682,0.0003991724,0.0004954562],"domain_scores_gemma":[0.9983789,0.0007606712,0.0002875724,0.0002930991,0.000187068,0.00009265127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008642986,0.0001361768,0.7297752,0.0009048279,0.0000718576,0.0007303244,0.009895999,0.000002910158,0.000672297,0.0001065565,0.001441172,0.2561763],"study_design_scores_gemma":[0.0009563449,0.0003613445,0.9882843,0.0005591338,0.00006315177,0.0001006355,0.001714229,0.0009006847,0.00005543696,0.00001009384,0.006821651,0.0001729272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342541,0.008669417,0.000090207,0.004311719,0.0002742507,0.001148145,0.00001024579,0.00007314701,0.05116875],"genre_scores_gemma":[0.9715547,0.003439139,0.01517596,0.009365544,0.0002200297,0.00008800922,0.000007854196,0.00003958287,0.000109186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585092,"threshold_uncertainty_score":0.9419359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332834076961511,"score_gpt":0.3311892383577105,"score_spread":0.2978608975880954,"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."}}