{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05224841,0.000669898,0.001325458,0.004220639,0.001897632,0.006570929,0.005383942,0.006513032,0.00532839],"category_scores_gemma":[0.3105714,0.0009329218,0.0007474294,0.003826065,0.002478394,0.005284266,0.002455858,0.008311556,0.001801522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909845,"about_ca_system_score_gemma":0.004425228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01137916,"about_ca_topic_score_gemma":0.01711856,"domain_scores_codex":[0.9688271,0.0122843,0.00763622,0.002564046,0.007920339,0.0007681185],"domain_scores_gemma":[0.7164595,0.2115117,0.0171664,0.005509249,0.04558581,0.003767509],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001109708,0.0000496229,0.0120245,0.0005662238,0.0001280876,0.0002108904,0.0004657177,0.0001137681,0.00007189671,0.001027855,0.9254077,0.05982271],"study_design_scores_gemma":[0.0002219592,0.0001324472,0.0428259,0.00673383,0.0005242981,0.0008744083,0.002924856,0.003002157,0.0007181186,0.009846819,0.9319235,0.0002716881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007068841,0.01914908,0.002680776,0.832474,0.1292707,0.0001260917,0.003421647,0.0003483393,0.005460528],"genre_scores_gemma":[0.05356249,0.02306904,0.00433532,0.4791647,0.4339643,0.0004901276,0.001663464,0.0005472683,0.003203313],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9477516,"threshold_uncertainty_score":0.2763193,"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."}}