{"id":"W4408210734","doi":"10.5770/cgj.28.759","title":"Virtual Goals of Care Consultation for Advanced Frailty: a Qualitative Implementation Study Providing Insights from the Pandemic","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Thematic analysis; Medicine; Nursing; Psychological intervention; Pandemic; Sustainability; Implementation research; Health care; Long-term care; Integrated care; Qualitative research; Coronavirus disease 2019 (COVID-19); Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03584202,0.0006481403,0.0008341944,0.001368238,0.01145402,0.004078975,0.003641344,0.002384287,0.002919479],"category_scores_gemma":[0.03796187,0.0007467246,0.0006158254,0.001178227,0.0111546,0.003771754,0.008347912,0.004648628,0.0002676882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008817713,"about_ca_system_score_gemma":0.01575961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027908,"about_ca_topic_score_gemma":0.01860474,"domain_scores_codex":[0.9644065,0.03079218,0.0004819662,0.0007009193,0.0009640813,0.002654354],"domain_scores_gemma":[0.9576283,0.03339029,0.001644598,0.0009448322,0.002535365,0.003856713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004917717,0.0003066766,0.001963618,0.0002596661,0.000006501507,0.0008520508,0.9869511,0.00009411437,0.0003926617,0.001318515,0.0008469174,0.006959119],"study_design_scores_gemma":[0.00001836661,0.000152303,0.001120786,0.0002729969,0.000005841812,0.0001368069,0.9935947,0.0001744994,0.000180416,0.0003376232,0.003989916,0.00001566456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851958,0.0004310312,0.003677982,0.004904849,0.0001016343,0.0007629111,0.0001060003,0.00003245591,0.004787473],"genre_scores_gemma":[0.9928049,0.0003808718,0.002817256,0.001514416,0.0000188551,0.0009091008,0.00004593098,0.00003197777,0.001476621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03584202,"threshold_uncertainty_score":0.189553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437440430117555,"score_gpt":0.4611281955391739,"score_spread":0.3967537912379984,"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."}}