{"id":"W4412204142","doi":"10.1111/hex.70331","title":"Advancing the Care Experience for Patients Receiving Palliative Care as They Transition From Hospital to Home (ACEPATH): Phase 2 of Codesigning an Intervention to Improve Hospital‐to‐Home Transitions for Patients and Family Caregivers","year":2025,"lang":"en","type":"article","venue":"Health Expectations","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Institute of Health Services and Policy Research; Trillium Health Centre; University of Toronto; Canadian Patient Safety Institute; CARE Canada; Vancouver Biotech (Canada); Canadian Hospice Palliative Care Association; Institute for Work & Health; Ottawa Hospital; Bruyère","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; University of Ottawa","keywords":"Intervention (counseling); Psychological intervention; Medicine; Nursing; Palliative care; General partnership; Transitional care; Fidelity; End-of-life care; Psychology; Health care; Family medicine; Computer science","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":[0.00005964932,0.0002048838,0.0004189925,0.0002463998,0.000355677,0.00002038007,0.0001082706,0.00006482781,0.00000235446],"category_scores_gemma":[0.0003953576,0.0001896424,0.0001495173,0.0003141229,0.00004150324,0.0002112545,0.00001832357,0.00008646397,6.600859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827945,"about_ca_system_score_gemma":0.0001677514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008910784,"about_ca_topic_score_gemma":0.0005417907,"domain_scores_codex":[0.9983976,0.00008424717,0.0005340376,0.0004478301,0.0002299941,0.0003062393],"domain_scores_gemma":[0.9977497,0.0003364231,0.0001942238,0.0002162185,0.00126056,0.0002428279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005513793,0.0004906334,0.005618984,0.0005043051,0.00006195233,3.351439e-7,0.9663414,0.0001078216,0.001224278,0.00005006934,0.0001256517,0.02492316],"study_design_scores_gemma":[0.006066726,0.01349918,0.03610359,0.002751792,0.0001425588,2.802974e-8,0.9374695,0.0001896216,0.003214151,0.0000988177,0.0002195124,0.0002445375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106142,0.001103412,0.07953403,0.00114707,0.0004331112,0.004631656,0.002484511,0.00003410328,0.00001792555],"genre_scores_gemma":[0.982024,0.00005855457,0.01455899,0.0004285863,0.00004450325,0.001646273,0.001207582,0.00002621906,0.000005264584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07140985,"threshold_uncertainty_score":0.7733392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165741770293094,"score_gpt":0.41443619331659,"score_spread":0.3827787756136591,"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."}}