{"id":"W2065960798","doi":"10.1097/01.olq.0000430802.91969.98","title":"Do Only 21% of HIV-Positive Medicaid Enrollees Link to Treatment? Challenges in Interpreting Medicaid Claims Data","year":2013,"lang":"en","type":"letter","venue":"Sexually Transmitted Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Medicaid; Medicine; Family medicine; Test (biology); Medical diagnosis; Diagnosis code; Pregnancy; Quarter (Canadian coin); Health care; Gerontology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004013233,0.0008417421,0.001772223,0.001287423,0.00009442105,0.00007633986,0.001437137,0.000823535,0.003015039],"category_scores_gemma":[0.001033184,0.0006677053,0.0005085695,0.0005341583,0.0004849036,0.000331225,0.0002873665,0.001696774,0.0002805155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651477,"about_ca_system_score_gemma":0.001300883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000488554,"about_ca_topic_score_gemma":0.0003427081,"domain_scores_codex":[0.9935068,0.0006907044,0.001410794,0.001595247,0.00164712,0.001149356],"domain_scores_gemma":[0.9950185,0.001264871,0.0002713146,0.002125452,0.0003564524,0.0009634158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006330471,0.001392869,0.001737929,0.001784301,0.001722189,0.001504539,0.002625481,7.140835e-7,0.0001192179,0.00002336582,0.6574927,0.3309637],"study_design_scores_gemma":[0.01255585,0.02276869,0.01511023,0.02535713,0.002599205,0.0001788995,0.005027945,0.0008478787,0.0002312976,0.0005106378,0.9128301,0.001982103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007510104,0.02970052,0.0005550292,0.9353153,0.000247384,0.003621692,0.01228139,0.0002329292,0.01053573],"genre_scores_gemma":[0.3014765,0.07223389,0.004410391,0.3754442,0.02014594,0.003919967,0.1406783,0.001701973,0.07998879],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.559871,"threshold_uncertainty_score":0.9995774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510622983575237,"score_gpt":0.3431565896057485,"score_spread":0.2920942912482248,"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."}}