{"id":"W4311978684","doi":"10.14740/gr1568","title":"Barriers to Hepatitis C Virus Care and How Federally Qualified Health Centers Can Improve Patient Access to Treatment","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hepatitis C; Hepatitis C virus; Logistic regression; Population; Family medicine; Health care; Medical record; Prior authorization; Internal medicine; Emergency medicine; Virus; Virology; Nursing; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004173077,0.0002038312,0.0002665678,0.0007252991,0.001791059,0.002627882,0.0009280947,0.00103174,0.009397876],"category_scores_gemma":[0.03101841,0.0001818644,0.0005877544,0.000910315,0.0009792743,0.002510186,0.002429334,0.001147924,0.0002773357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233045,"about_ca_system_score_gemma":0.01015034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04053852,"about_ca_topic_score_gemma":0.05734463,"domain_scores_codex":[0.9954504,0.002159548,0.0002309918,0.0002306185,0.0005491328,0.001379138],"domain_scores_gemma":[0.9848235,0.004544431,0.005038805,0.0005009217,0.0009032318,0.004189142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258214,0.0005209228,0.9167798,0.0002940002,0.0001473677,0.0002418431,0.003213887,0.0007643492,0.0001841904,0.004794646,0.01118006,0.06175313],"study_design_scores_gemma":[0.00006207982,0.0003175419,0.9618883,0.001392461,0.0001248025,0.0003021255,0.01306521,0.002229007,0.000238588,0.003334886,0.01698511,0.00005982937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064699,0.003768824,0.001588259,0.06804381,0.0002702819,0.000181677,0.0005128724,0.00005069422,0.01911375],"genre_scores_gemma":[0.997169,0.0005383179,0.0005601732,0.001277682,0.00005566066,0.00003654481,0.00006676936,0.000006087573,0.0002898062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04053852,"threshold_uncertainty_score":0.08060509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459145537732726,"score_gpt":0.3973463036874338,"score_spread":0.3327548483101065,"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."}}