{"id":"W2158250096","doi":"10.1001/jama.283.11.1437","title":"Systematic Implementation of an Advance Directive Program in Nursing Homes","year":2000,"lang":"en","type":"article","venue":"JAMA","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":537,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Nursing; Directive; Intervention (counseling); Long-term care; Nursing homes; Randomized controlled trial; Health care; Advance care planning; Family medicine; Gerontology; Palliative care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001017032,0.0000540957,0.0002590096,0.00006049681,0.000007623305,0.000003378042,0.00002865014,0.00002561974,0.00006590984],"category_scores_gemma":[0.00005461843,0.00004485287,0.00003036783,0.0001577109,0.00002897247,0.0001108578,0.00000188705,0.00003987104,0.000002940684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005753268,"about_ca_system_score_gemma":0.00002113772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106328,"about_ca_topic_score_gemma":0.00004378667,"domain_scores_codex":[0.9994159,0.00005182113,0.0002354632,0.00008718968,0.0001216308,0.00008794369],"domain_scores_gemma":[0.9996715,0.00005535189,0.00007811489,0.0001007708,0.00006701266,0.00002720956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001599855,0.0003652203,0.05535696,0.005071152,0.00004528225,0.00001162643,0.01628252,0.00000947365,0.001065828,0.0001348267,0.00004089013,0.9214562],"study_design_scores_gemma":[0.007101885,0.002235983,0.7421048,0.08004591,0.000252397,0.00001493833,0.05021618,0.000777488,0.1153196,0.0008564467,0.0008146053,0.0002597072],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940059,0.001675135,0.00001852676,0.00009212559,0.00002374785,0.0005655696,0.000004939263,0.00002104441,0.003593061],"genre_scores_gemma":[0.9959645,0.0001722836,0.003660894,0.00002368838,0.00003424645,0.0000489816,0.00001628476,0.00000632315,0.00007283127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9211965,"threshold_uncertainty_score":0.1829047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993631121995295,"score_gpt":0.4616769122572863,"score_spread":0.4217406010373334,"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."}}