{"id":"W4401836024","doi":"10.51731/cjht.2024.957","title":"Aging in Place","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aging in place; Gerontology; Medicine","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":[0.004616261,0.0006926754,0.0009048911,0.00188229,0.00898906,0.01105844,0.002585819,0.004455584,0.05158055],"category_scores_gemma":[0.01646441,0.0003353025,0.001096496,0.002537127,0.006246697,0.00926839,0.006829028,0.006143913,0.01342317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02359894,"about_ca_system_score_gemma":0.07217304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5090559,"about_ca_topic_score_gemma":0.6972798,"domain_scores_codex":[0.994383,0.001042351,0.0003531674,0.0004502629,0.002322902,0.001448324],"domain_scores_gemma":[0.9866001,0.0009125206,0.000426152,0.0005511862,0.007778221,0.003731773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002540458,0.0000191964,0.001857402,0.0007126214,0.00001842455,0.0002384447,0.003556335,0.00003777204,0.00006185342,0.02684595,0.780419,0.1862076],"study_design_scores_gemma":[0.000003252891,0.000007849617,0.00094073,0.00124305,0.000011083,0.0001661549,0.002718873,0.000007303597,0.00002593254,0.002036211,0.9928285,0.00001107246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003016175,0.09813331,0.001608519,0.5293204,0.03389932,0.0001628528,0.002451976,0.0002941882,0.3311132],"genre_scores_gemma":[0.1019301,0.2597686,0.004161903,0.3482876,0.01155058,0.0002433116,0.004169799,0.0004837762,0.2694045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5090559,"threshold_uncertainty_score":0.9876707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377083290817176,"score_gpt":0.3634149897123307,"score_spread":0.3257066606306131,"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."}}