{"id":"W2731555074","doi":"10.1093/geroni/igx004.5096","title":"HIGH QUALITY OF LIFE FOR ELDERLY CARE CENTER RESIDENTS: REALISTIC VISION AND TESTED CARE STRATEGIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dignity; Autonomy; Workforce; Nursing; Quality of life (healthcare); Gerontology; Ethos; Psychology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01256982,0.001166375,0.0006492012,0.0008834216,0.005934784,0.007811338,0.0022026,0.005463673,0.004202593],"category_scores_gemma":[0.009877989,0.0003887411,0.001188019,0.0003993514,0.005375097,0.007236154,0.0107363,0.009824844,0.00113367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004784954,"about_ca_system_score_gemma":0.009206682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002645401,"about_ca_topic_score_gemma":0.007292591,"domain_scores_codex":[0.9952426,0.002804879,0.0001736089,0.0002461844,0.0008666253,0.0006661505],"domain_scores_gemma":[0.9946945,0.00101378,0.0002434802,0.0002244714,0.00070596,0.003117784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001955923,0.002253157,0.009128896,0.001630184,0.0001641762,0.001681436,0.05667672,0.000739909,0.001732332,0.05490855,0.3464108,0.5244783],"study_design_scores_gemma":[0.0003407994,0.002158363,0.01885391,0.006962698,0.0002122688,0.00376226,0.1625822,0.001734653,0.001680624,0.1282542,0.6731003,0.0003576733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04384564,0.04103348,0.0149621,0.8414426,0.008456269,0.0003471442,0.00008000299,0.000443134,0.04938958],"genre_scores_gemma":[0.6351736,0.05270146,0.0823772,0.2019173,0.005754482,0.001826144,0.000278344,0.0002520619,0.01971943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01256982,"threshold_uncertainty_score":0.06647635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08464798528496312,"score_gpt":0.4497339711033182,"score_spread":0.3650859858183551,"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."}}