{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009427418,0.0002948288,0.0006334448,0.00100125,0.001204918,0.0001996735,0.0004632417,0.00006781018,0.0004454115],"category_scores_gemma":[0.0004448067,0.0002854336,0.0001058254,0.0005318694,0.0002013414,0.00008691969,0.00159325,0.0008509508,0.00002316448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031756,"about_ca_system_score_gemma":0.001180464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02572668,"about_ca_topic_score_gemma":0.06802478,"domain_scores_codex":[0.9932209,0.001989303,0.0003596725,0.001007699,0.001450383,0.001972053],"domain_scores_gemma":[0.9958768,0.0001133152,0.00006736959,0.0006955174,0.0004037601,0.002843259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003739003,0.0001845755,0.901743,0.0001107216,0.0001738689,0.0004298694,0.01243101,0.0000292399,0.003290359,0.000008335742,0.02184752,0.05601249],"study_design_scores_gemma":[0.01429614,0.198283,0.5553811,0.0001860727,0.0000594215,0.0003228524,0.02560754,0.0002273783,0.006093155,0.00002358449,0.1987992,0.0007205008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066185,0.0001317265,0.00004207474,0.08820249,0.0002240925,0.003420079,0.00102534,0.00005259144,0.0002831007],"genre_scores_gemma":[0.9846101,0.0003468115,0.0002491281,0.011713,0.00008639459,0.002326797,0.000150081,0.00006842309,0.00044921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463619,"threshold_uncertainty_score":0.9999598,"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."}}