{"id":"W2962885030","doi":"10.1093/geroni/igz019","title":"Improving Care for Elders Who Prefer Informal Spaces to Age-Separated Institutions and Health Care Settings","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New York University; York University; American Sociological Association; Ford Foundation","keywords":"Aging in place; Gerontology; Ethnography; Health care; Demographics; Psychology; Nursing; Sociology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003835642,0.0003434233,0.0003284718,0.000608813,0.003760408,0.002839739,0.00125722,0.001229846,0.004244559],"category_scores_gemma":[0.007303632,0.0001518521,0.0005695522,0.0005050578,0.002902274,0.002414378,0.00702408,0.00138793,0.0003605388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303021,"about_ca_system_score_gemma":0.009320495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016315,"about_ca_topic_score_gemma":0.03642713,"domain_scores_codex":[0.9978511,0.001001435,0.0001157892,0.0001989367,0.0002369956,0.0005958647],"domain_scores_gemma":[0.9962426,0.0004821457,0.000761517,0.0002220583,0.0004054879,0.00188618],"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":[0.0001816121,0.001885986,0.2856762,0.001941608,0.0001204353,0.001343103,0.1599413,0.0004804034,0.002717548,0.008811726,0.02844053,0.5084596],"study_design_scores_gemma":[0.0002035272,0.002328169,0.3358419,0.004306057,0.0002388306,0.001360373,0.5076342,0.0007477847,0.001365363,0.009843001,0.1360376,0.00009325962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365897,0.003982932,0.003267612,0.03435032,0.0005858505,0.0001765378,0.00008862243,0.000104452,0.020854],"genre_scores_gemma":[0.9836219,0.002334322,0.006779848,0.004475641,0.00009120137,0.0001648944,0.00007546913,0.000008244139,0.002448434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016315,"threshold_uncertainty_score":0.02028507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937063913329132,"score_gpt":0.3447381841192423,"score_spread":0.315367544985951,"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."}}