{"id":"W2724146657","doi":"10.1093/geroni/igx004.415","title":"INCLUDING OLDER PEOPLE IN RESEARCH TOWARD CHANGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Older people; Work (physics); Pragmatism; Nursing; Psychology; Nursing homes; Health care; Focus group; Gerontology; Public relations; Medicine; Sociology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2979959,0.001025493,0.002277205,0.005741586,0.01753749,0.02492482,0.003516604,0.008454757,0.01040505],"category_scores_gemma":[0.2066251,0.001375817,0.001853963,0.004563523,0.03078014,0.04092522,0.04405159,0.01412119,0.003277858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007143404,"about_ca_system_score_gemma":0.03765121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002387941,"about_ca_topic_score_gemma":0.005296214,"domain_scores_codex":[0.6626363,0.3056777,0.008465109,0.007623253,0.01083922,0.004758288],"domain_scores_gemma":[0.673152,0.2051078,0.01544932,0.03165541,0.02931911,0.04531642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001067786,0.0003525946,0.006558283,0.001654349,0.0001332034,0.0005404287,0.8069936,0.00009671922,0.001084016,0.03995481,0.02169636,0.1208289],"study_design_scores_gemma":[0.0001410162,0.0005598257,0.003775505,0.008508279,0.0001745522,0.001203001,0.3992721,0.0002159191,0.0008206461,0.07566556,0.5095224,0.000141307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1243894,0.06003625,0.07199924,0.6108065,0.01544922,0.002001809,0.0001978843,0.0007852141,0.1143344],"genre_scores_gemma":[0.6930371,0.03943159,0.09655342,0.1368385,0.006484164,0.004736116,0.0002055644,0.0003618104,0.02235182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2979959,"threshold_uncertainty_score":0.8656961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5202153715460808,"score_gpt":0.5766394420620155,"score_spread":0.05642407051593468,"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."}}