{"id":"W4235850098","doi":"10.1093/geront/gnw162.881","title":"ADVANCE DIRECTIVES INFORMATION DELIVERY IN MEDICARE/MEDICAID FUNDED AGENCIES: AN EXPLORATORY STUDY","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicaid; Business; Medicare/medicaid; Exploratory research; Medicine; Family medicine; Political science; Health care; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009008399,0.0001349749,0.0002446746,0.00006768102,0.00009043241,0.00001469322,0.0002060989,0.00005792301,0.0001995707],"category_scores_gemma":[0.001038466,0.00006455211,0.00003931403,0.0001337922,0.0002846722,0.001129728,0.00007179334,0.0002048061,0.00009865114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001713414,"about_ca_system_score_gemma":0.00008910897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185765,"about_ca_topic_score_gemma":0.0008730046,"domain_scores_codex":[0.9985197,0.0003266116,0.0003446017,0.000170533,0.0003747414,0.0002638711],"domain_scores_gemma":[0.9986334,0.0006273342,0.0001413472,0.000384801,0.00006790968,0.0001451943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003695415,0.001536306,0.6038277,0.0001092378,0.0002128483,0.0001227191,0.06189552,0.000006410089,0.001064787,0.0004884066,0.001301374,0.3257392],"study_design_scores_gemma":[0.01507212,0.004177629,0.7252584,0.0003200153,0.0003336946,0.00005821484,0.1434608,0.0008073492,0.0007795906,0.0008459519,0.108219,0.0006672695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906386,0.0005220234,0.0005252522,0.003409522,0.0003304612,0.0007344435,0.00000675177,0.00009510748,0.003737881],"genre_scores_gemma":[0.9978498,0.0002940027,0.00008040689,0.001486082,0.00006956924,0.00008207177,0.000005515551,0.000006685503,0.0001259026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.325072,"threshold_uncertainty_score":0.2632359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504745401080538,"score_gpt":0.4017475318069434,"score_spread":0.2512729916988896,"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."}}