{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390404,0.0003963397,0.0004564577,0.001234909,0.008038722,0.003567772,0.001995358,0.001286149,0.003766662],"category_scores_gemma":[0.02187728,0.0004406372,0.0004537271,0.001170217,0.006528657,0.004083729,0.007333532,0.002036305,0.0003275843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005908041,"about_ca_system_score_gemma":0.006647108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009697681,"about_ca_topic_score_gemma":0.01745462,"domain_scores_codex":[0.9871264,0.01014537,0.0003299222,0.0005259496,0.0009184007,0.0009538152],"domain_scores_gemma":[0.9827435,0.01320646,0.001039419,0.0007196736,0.001221337,0.001069699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003714464,0.00006116027,0.003466383,0.0001746173,0.000004778,0.0009747064,0.9831756,0.00006839135,0.0003541986,0.002408568,0.0007588321,0.008515595],"study_design_scores_gemma":[0.000003900917,0.00003534668,0.002547424,0.0002447391,0.000005632352,0.0004737781,0.9857152,0.0001344238,0.0003257931,0.0004977874,0.009999305,0.00001658161],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798878,0.0007281244,0.005225103,0.003035812,0.00005640238,0.0005290084,0.0002302379,0.00003688264,0.01027053],"genre_scores_gemma":[0.9926536,0.0003867498,0.002445756,0.0006751218,0.000009031952,0.0005467921,0.00008763695,0.00002350256,0.003171776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390404,"threshold_uncertainty_score":0.07353246,"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."}}