{"id":"W2988423869","doi":"10.1093/geroni/igz038.1477","title":"LEVERAGING CRITICAL RURAL GERONTOLOGY TO IMPROVE RURAL GERONTOLOGICAL HEALTH","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; Trent University","funders":"","keywords":"Aging in place; Gerontology; Negotiation; Rural area; Gerontological nursing; Health care; Rural health; Psychology; Sociology; Nursing; Medicine; Political science; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.02833303,0.0006098961,0.0005802551,0.002441651,0.01182449,0.009732978,0.002873394,0.003459133,0.01213614],"category_scores_gemma":[0.02791166,0.0004532414,0.000752208,0.0008981045,0.01355034,0.006978105,0.02970335,0.006061011,0.001494042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008220796,"about_ca_system_score_gemma":0.04537381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003720142,"about_ca_topic_score_gemma":0.01289288,"domain_scores_codex":[0.9889416,0.008068461,0.0002154465,0.0005804208,0.0008615896,0.001332423],"domain_scores_gemma":[0.9703838,0.01094177,0.001970151,0.001667821,0.003375954,0.0116605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001380678,0.00161526,0.0119058,0.002974608,0.00009108127,0.001619331,0.3041679,0.0008466531,0.003209981,0.1588486,0.09449601,0.4200867],"study_design_scores_gemma":[0.0001252526,0.0006635714,0.01286425,0.005067276,0.00007651456,0.0009384417,0.2721593,0.001032329,0.001601835,0.2049087,0.5004443,0.0001181208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1833155,0.01480946,0.06176101,0.5864464,0.005134978,0.001588048,0.00009569105,0.0007967926,0.1460522],"genre_scores_gemma":[0.9065742,0.007567413,0.04402715,0.02805288,0.001236693,0.0008131415,0.00005311557,0.0001554114,0.01152005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02833303,"threshold_uncertainty_score":0.1498411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139652906545204,"score_gpt":0.4390663933493514,"score_spread":0.3576698642838994,"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."}}