{"id":"W4396677586","doi":"10.1016/j.aohep.2024.101509","title":"Spending on nucleos(t)ide analogues for hepatitis B in medicaid beneficiaries: 2012-2021","year":2024,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Medicaid; Virology; Hepatitis B; Internal medicine; Family medicine; Health care","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":[0.0007362363,0.0001741852,0.0001768068,0.001667977,0.0003246682,0.0007338008,0.0002987307,0.000374937,0.002723732],"category_scores_gemma":[0.002721214,0.0001458254,0.0006102641,0.002091079,0.000151784,0.0006968224,0.0007216893,0.0005984982,0.0003019848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031367,"about_ca_system_score_gemma":0.001548262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08835787,"about_ca_topic_score_gemma":0.1303171,"domain_scores_codex":[0.9995928,0.00008559089,0.00005411222,0.00004693439,0.0001042227,0.0001162275],"domain_scores_gemma":[0.9983907,0.000172813,0.0009899943,0.0000251158,0.0001860213,0.000235361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003376137,0.0000943504,0.9785783,0.0001521592,0.0001804084,0.00008658715,0.0001341259,0.0004400258,0.0001572109,0.0003491933,0.009011779,0.0104783],"study_design_scores_gemma":[0.00001263774,0.00004393632,0.995749,0.0000999543,0.00006901864,0.0000883504,0.0002393292,0.0003704948,0.00007587751,0.00004499626,0.003201652,0.000004746683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9155669,0.001928244,0.0000978363,0.002616854,0.00004795449,0.00004726482,0.07543368,0.00001811502,0.004243194],"genre_scores_gemma":[0.9548283,0.001945038,0.0002182651,0.0005957168,0.00009471771,0.0001071879,0.0402579,0.00000681359,0.001946037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08835787,"threshold_uncertainty_score":0.1756871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295133717791705,"score_gpt":0.3858786871619027,"score_spread":0.2929273499839857,"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."}}