{"id":"W4307348177","doi":"10.1186/s12877-022-03533-2","title":"A family carer decision support intervention for people with advanced dementia residing in a nursing home: a study protocol for an international advance care planning intervention (mySupport study)","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":18,"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":"Intervention (counseling); Nursing; Context (archaeology); Medicine; Dementia; Family caregivers","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":[0.002000677,0.0003377896,0.0005593825,0.0008253332,0.001143697,0.00006909218,0.0004846301,0.00009891536,0.0001170479],"category_scores_gemma":[0.0002098198,0.0003395728,0.0002200555,0.0008513436,0.00001520975,0.0005878414,0.0002327956,0.0004382587,0.000001943874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217369,"about_ca_system_score_gemma":0.0004124286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279333,"about_ca_topic_score_gemma":0.002719068,"domain_scores_codex":[0.9957885,0.000602081,0.00132478,0.0008956412,0.0007208004,0.0006682416],"domain_scores_gemma":[0.9975899,0.0003848161,0.0008317886,0.000476552,0.0006016153,0.0001152535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02074743,0.004679437,0.8277393,0.0008986525,0.00008891294,0.00001674951,0.09197602,0.00249274,0.00005355406,0.00003550001,0.001431536,0.04984017],"study_design_scores_gemma":[0.03514549,0.01440527,0.3733595,0.0006711738,0.0002358329,0.000005688024,0.5715851,0.0006047025,0.000007588802,0.0002557659,0.003218959,0.0005049119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7636195,0.00007120296,0.04167663,0.00001664982,0.001958644,0.192311,0.0001109652,0.0001225918,0.0001127959],"genre_scores_gemma":[0.6430184,6.754315e-7,0.008218396,0.00001150726,0.0001830331,0.3481396,0.0002754357,0.00006848453,0.00008449941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4796091,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05965114064279523,"score_gpt":0.474751655742353,"score_spread":0.4151005150995578,"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."}}