{"id":"W2789439435","doi":"10.1177/0733464818762068","title":"An Action Research to Optimize the Well-Being of Older People in Nursing Homes: Challenges and Strategies for Implementing a Complex Intervention","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université de Montréal; Université Laval; Université de Sherbrooke; Institut Universitaire de Gériatrie de Montréal","funders":"Alzheimer Society","keywords":"Intervention (counseling); Psychological intervention; Nursing; Action (physics); Older people; Psychology; Nursing homes; Aging in place; Gerontology; Focus group; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.05092786,0.0008169627,0.0007613313,0.001235422,0.004750107,0.005267412,0.001620654,0.002761379,0.002436006],"category_scores_gemma":[0.04861262,0.0003863694,0.0007475128,0.0008334474,0.004494653,0.004171466,0.004524298,0.002549995,0.0002596982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004007258,"about_ca_system_score_gemma":0.02995842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798102,"about_ca_topic_score_gemma":0.00988181,"domain_scores_codex":[0.944486,0.04889367,0.001556109,0.00130347,0.002371397,0.00138941],"domain_scores_gemma":[0.9313686,0.05647441,0.00326366,0.002075348,0.002514697,0.00430335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003089847,0.01044057,0.01892193,0.01330922,0.000255729,0.0006410921,0.1196209,0.002343691,0.002750698,0.03063598,0.007791761,0.7929794],"study_design_scores_gemma":[0.001986365,0.01297793,0.06125008,0.03366933,0.0007831926,0.001389399,0.6580289,0.00656402,0.006162858,0.06546416,0.1513358,0.000387947],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656237,0.02341839,0.09133759,0.135834,0.001854897,0.02002197,0.0001335391,0.000395612,0.06138024],"genre_scores_gemma":[0.7683754,0.01006228,0.2062278,0.005402443,0.0001173109,0.007662999,0.00003755674,0.00002251745,0.002091616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05092786,"threshold_uncertainty_score":0.2693355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1972991684921674,"score_gpt":0.5262707901997274,"score_spread":0.32897162170756,"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."}}