{"id":"W2424935809","doi":"10.1186/s40900-016-0038-7","title":"Giving voice to older adults living with frailty and their family caregivers: engagement of older adults living with frailty in research, health care decision making, and in health policy","year":2016,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Trinity Western University; Western University; Centre for Health Evaluation and Outcome Sciences; Memorial University of Newfoundland; Université Laval; University of Waterloo; Canadian Nurses Association; Canadian Hospice Palliative Care Association; University of Calgary","funders":"Canadian Frailty Network","keywords":"Gerontology; Family caregivers; Health care; Psychology; Aging in place; Elder care; Medicine; Political 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01748008,0.001062494,0.002717468,0.004499941,0.0008240096,0.0002204566,0.0006228987,0.0003464295,0.00007304874],"category_scores_gemma":[0.002487415,0.0007168813,0.0001342439,0.002410584,0.0005964697,0.0003441313,0.002458767,0.003418806,0.000007709775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604048,"about_ca_system_score_gemma":0.003371625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0126193,"about_ca_topic_score_gemma":0.02276634,"domain_scores_codex":[0.9851707,0.004946531,0.001860699,0.002311523,0.003025364,0.002685194],"domain_scores_gemma":[0.990014,0.00584511,0.000551213,0.001378046,0.000888403,0.001323297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000325522,0.000453033,0.00512521,0.07463099,0.0002065205,0.00005377874,0.09157932,0.000003084572,0.000001177948,0.00003267406,0.001281178,0.8263075],"study_design_scores_gemma":[0.00445612,0.004649584,0.03132461,0.7125269,0.00003748865,0.00001840294,0.1164684,0.00004009593,0.000002993914,0.00001160316,0.1297114,0.0007523901],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0579861,0.9258491,0.0002263907,0.002126135,0.00007969117,0.01310425,0.0001720073,0.00006549757,0.0003908592],"genre_scores_gemma":[0.2426839,0.7538968,0.001591092,0.0003051212,0.0001978336,0.0009477597,0.00004748868,0.0001666465,0.0001633624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8255551,"threshold_uncertainty_score":0.9995282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636666812398195,"score_gpt":0.4492733284000718,"score_spread":0.2856066471602523,"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."}}