{"id":"W2548314294","doi":"10.1097/mcg.0000000000000738","title":"Provider, Patient, and Practice Factors Shape Hepatitis B Prevention and Management by Primary Care Providers","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Hepatitis B virus; Family medicine; Hepatitis B; Vaccination; Hepatocellular carcinoma; Odds ratio; Health care; Internal medicine; Immunology; Virus","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":[0.0006007568,0.0001656273,0.0006769379,0.0000934449,0.00005120839,0.00001590004,0.00006402796,0.0001048576,0.00002085448],"category_scores_gemma":[0.001479406,0.0001024077,0.0001422785,0.00003214492,0.0002904407,0.0003357351,0.0001432177,0.0002549816,0.000002135715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007403002,"about_ca_system_score_gemma":0.00005158126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002971597,"about_ca_topic_score_gemma":0.0001075397,"domain_scores_codex":[0.9975243,0.0004617138,0.001190359,0.0002623242,0.0002960645,0.0002652275],"domain_scores_gemma":[0.9977384,0.0006647895,0.0009232049,0.0001342225,0.0002916305,0.0002478087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00230569,0.0002574828,0.8655919,0.0002024242,0.0004238924,0.0001277273,0.0002345645,3.387212e-8,0.0001182006,0.000005301547,0.004747708,0.125985],"study_design_scores_gemma":[0.00558693,0.01433659,0.9484938,0.0005133773,0.0005357122,0.0004974213,0.0003798047,0.000002086114,0.00002307317,0.00004743288,0.0295078,0.00007601162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899776,0.001117294,0.0005433424,0.007237109,0.0003454922,0.0004413939,0.00001385982,0.00001193873,0.0003119478],"genre_scores_gemma":[0.9787958,0.01365927,0.004336252,0.002936295,0.0001244027,0.000009852442,0.000004487575,0.00001892215,0.0001146958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125909,"threshold_uncertainty_score":0.4176063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494423060697475,"score_gpt":0.3510705160893063,"score_spread":0.3161262854823315,"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."}}