{"id":"W2117711248","doi":"10.1001/jamainternmed.2013.180","title":"Failure to Engage Hospitalized Elderly Patients and Their Families in Advance Care Planning","year":2013,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":508,"is_retracted":false,"has_abstract":true,"ca_institutions":"Clinical Evaluation Research Unit; Kingston General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Concordance; Advance care planning; Documentation; Family medicine; Medical record; Health care; MEDLINE; Nursing; Palliative care; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009143324,0.0001860633,0.0004839519,0.0002110662,0.00002142571,0.000008769645,0.0001073397,0.00007478418,0.000090726],"category_scores_gemma":[0.001116524,0.0001210111,0.00003692475,0.000152418,0.00009534352,0.0001399369,0.00005756641,0.0002855594,0.00001215264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005996162,"about_ca_system_score_gemma":0.00001404262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085566,"about_ca_topic_score_gemma":0.00005545507,"domain_scores_codex":[0.9989615,0.00004102735,0.0003421026,0.000229025,0.0002154015,0.0002109073],"domain_scores_gemma":[0.9990964,0.0002215495,0.00008973396,0.0001575267,0.0002668029,0.0001679772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002374299,0.00004110056,0.8717898,0.0002430569,0.00004693849,0.00003662323,0.06695092,0.000003380358,0.003134816,0.00001586179,0.004064729,0.05343534],"study_design_scores_gemma":[0.00897637,0.004344215,0.8254798,0.01521515,0.00003657683,0.00001008475,0.0861361,0.00006694702,0.007966902,0.0001333093,0.05136988,0.0002646687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892006,0.004020861,0.0002272935,0.002288004,0.0002017927,0.0004386475,0.000009926684,0.00002422843,0.003588662],"genre_scores_gemma":[0.9966884,0.0002677502,0.001323033,0.001286639,0.0001637138,0.00004165275,0.00002488886,0.00001787464,0.0001860465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05317067,"threshold_uncertainty_score":0.4934691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958813961897791,"score_gpt":0.3489857608809202,"score_spread":0.3193976212619423,"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."}}