{"id":"W2890834764","doi":"10.1186/s12888-018-1882-9","title":"Meaningful connections in dementia end of life care in long term care homes","year":2018,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Calgary; University of Regina; Brock University; University of Manitoba; University of Saskatchewan","funders":"Alberta Innovates; Brock University; Ontario Ministry of Health and Long-Term Care; Alberta Innovates - Health Solutions; Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; Manitoba Health Research Council","keywords":"Dementia; Long-term care; End-of-life care; Term (time); Gerontology; Psychiatry; Medicine; Psychology; Nursing; Palliative care","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":[0.00006973043,0.0001221947,0.0003335143,0.000254991,0.00002639929,0.000003749982,0.00008815584,0.00009343021,0.0001605486],"category_scores_gemma":[0.0001133184,0.000115304,0.00008915131,0.0003136234,0.0001091063,0.00004951001,0.00003064691,0.0001188679,0.00001040977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005420719,"about_ca_system_score_gemma":0.0003614928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492858,"about_ca_topic_score_gemma":0.02640327,"domain_scores_codex":[0.9990364,0.00004424655,0.0003637017,0.0002055123,0.0001662474,0.0001838968],"domain_scores_gemma":[0.9993696,0.00003594761,0.0001108711,0.0002481045,0.0001637322,0.00007175823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389971,0.00008207292,0.9893014,0.0008420218,0.00004941531,0.00000109449,0.008144402,0.000003017051,0.0001337109,0.0002269691,0.000372769,0.0007041726],"study_design_scores_gemma":[0.002329239,0.0003318918,0.9683318,0.001751285,0.00007966096,0.000001793697,0.02473509,0.000005611267,0.00115771,0.00004486947,0.001117899,0.0001131698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609289,0.03169973,0.0000918838,0.000121164,0.0008064775,0.0002206662,0.00002400239,0.00002042982,0.006086737],"genre_scores_gemma":[0.9958525,0.0002200812,0.003387116,0.0001124297,0.000321978,0.00001207728,0.00004731166,0.00001621824,0.00003028643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03492359,"threshold_uncertainty_score":0.9913623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04854055607027265,"score_gpt":0.3748056756243521,"score_spread":0.3262651195540795,"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."}}