{"id":"W2513444262","doi":"10.1111/jgs.14302","title":"Pain Treatment of Underserved Older African Americans","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Centers for Medicare and Medicaid Services; McGill University","keywords":"Medicine; Medical record; Comorbidity; Drug class; Pain medication; Drug; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007096813,0.0001695652,0.0006053323,0.00007778971,0.00006492231,0.000009813402,0.0002587066,0.00003153252,0.00004130148],"category_scores_gemma":[0.0001454064,0.0000795811,0.001030873,0.0007939173,0.0004009049,0.00005658912,0.00004871342,0.00009124716,0.000002703265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031974,"about_ca_system_score_gemma":0.0002070494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008085014,"about_ca_topic_score_gemma":0.000002415505,"domain_scores_codex":[0.9984235,0.0002102096,0.0005106055,0.0001352248,0.0004616801,0.0002587931],"domain_scores_gemma":[0.9974379,0.0003853219,0.001445862,0.0004002097,0.0001916687,0.000139046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007035023,0.001718443,0.730922,0.0001166562,0.002432465,0.0000349931,0.004650869,0.00003253584,0.03278318,0.0001207946,0.07897992,0.1475046],"study_design_scores_gemma":[0.006768806,0.005366788,0.9066423,0.0001997403,0.001577511,0.00002796011,0.01170485,0.0001828719,0.002571454,0.0003842535,0.06418282,0.000390648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972825,0.00036542,0.01085164,0.01497358,0.0002413675,0.0002752958,0.000008235667,0.00001779178,0.000441706],"genre_scores_gemma":[0.9890277,0.002818406,0.005287692,0.001144158,0.0003551562,0.000003205396,4.252365e-7,0.00002459373,0.001338672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1757203,"threshold_uncertainty_score":0.3245223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281482507400591,"score_gpt":0.2718160511874785,"score_spread":0.2490012261134726,"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."}}