{"id":"W7115896550","doi":"10.3390/geriatrics10060171","title":"EMTReK Model for Advance Care Planning in Long-Term Care: Qualitative Findings from mySupport Study","year":2025,"lang":"en","type":"article","venue":"Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University","funders":"ZonMw; Alzheimer's Society; Canadian Institutes of Health Research; EU Joint Programme – Neurodegenerative Disease Research","keywords":"Knowledge translation; Knowledge transfer; Stakeholder; Advance care planning; Palliative care; Intervention (counseling); Flexibility (engineering); Qualitative research; Nursing research","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":[0.0004555397,0.0002701601,0.0005538162,0.000414057,0.0005519271,0.00002429124,0.0002859841,0.0002601051,0.00002620353],"category_scores_gemma":[0.0002921003,0.0002770699,0.0001183864,0.0007231574,0.00002671883,0.0001469256,0.0001408779,0.0004891373,0.00001757042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006388825,"about_ca_system_score_gemma":0.0007521322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006772853,"about_ca_topic_score_gemma":0.001302051,"domain_scores_codex":[0.9974447,0.0002919902,0.0007630592,0.0005952406,0.0002512538,0.0006537921],"domain_scores_gemma":[0.9978321,0.001079628,0.0002113102,0.0004114726,0.0003760449,0.00008943983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003755229,0.0001085783,0.2831581,0.0006057553,0.00003807259,0.00001811832,0.7060223,0.000444472,0.00002140833,0.0001040328,0.006503517,0.002600071],"study_design_scores_gemma":[0.004912224,0.0002333575,0.2084989,0.0003586703,0.0001993262,1.463522e-7,0.7829318,0.0003946514,0.00002346628,0.001409912,0.0006078355,0.0004297228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723787,0.004444039,0.01669231,0.0002204385,0.002344056,0.002555433,0.0004095366,0.0001216981,0.0008338396],"genre_scores_gemma":[0.994137,0.00005351948,0.002746375,0.0001702391,0.0002126619,0.0005685538,0.0004799444,0.00004011076,0.001591574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07690945,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05352015658558282,"score_gpt":0.4757916222683091,"score_spread":0.4222714656827262,"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."}}