{"id":"W1588180320","doi":"10.1186/1472-684x-5-4","title":"Factors associated with multiple transitions in care during the end of life following enrollment in a comprehensive palliative care program","year":2006,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"Faculty of Medicine, Dalhousie University; Canadian Institutes of Health Research; Dalhousie University","keywords":"Palliative care; Pain medicine; End-of-life care; Medicine; Nursing; Family medicine; Gerontology; Intensive care medicine; Psychology; Anesthesiology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006331751,0.0004644065,0.001062701,0.0002902804,0.0001252159,0.00001604041,0.0001804126,0.0001979626,0.00001333938],"category_scores_gemma":[0.0003856273,0.000326623,0.0003879589,0.0009164242,0.0002471179,0.0000967211,0.000047164,0.0004189929,8.314702e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000973875,"about_ca_system_score_gemma":0.0004111359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00131747,"about_ca_topic_score_gemma":0.03558429,"domain_scores_codex":[0.9973216,0.0002797309,0.0007296426,0.0004988991,0.0006597726,0.0005103528],"domain_scores_gemma":[0.997552,0.0006693337,0.0003709925,0.0003193412,0.0009739013,0.0001144787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002627778,0.0002197905,0.8520758,0.0007924038,0.0002145398,0.00003343334,0.1439724,0.001549521,0.0007456876,0.00001740609,0.000004224984,0.0001120219],"study_design_scores_gemma":[0.005604694,0.0003627372,0.7086168,0.002965166,0.0001351494,5.672563e-8,0.2763818,0.00006643803,0.005543991,0.000004439248,0.00008100748,0.0002377409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848043,0.01158416,0.00005525912,0.00005724388,0.00007349761,0.0022944,0.0005978953,0.00006615697,0.0004670577],"genre_scores_gemma":[0.9979599,0.000055424,0.0006308646,0.00003365176,0.00004685841,0.0002588212,0.0009480946,0.00005030837,0.0000160698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434591,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138783039284731,"score_gpt":0.3725126872127041,"score_spread":0.258634383284231,"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."}}