{"id":"W4200055368","doi":"10.1093/geroni/igab046.2039","title":"Environmental Assessment of Housing for Older Adults Facing Housing Insecurity","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aging in place; General partnership; Audit; Built environment; Business; Function (biology); Environmental health; Environmental planning; Geography; Gerontology; Engineering; Medicine; Civil engineering; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001059224,0.000241022,0.0002867034,0.001054075,0.0005854563,0.0005355299,0.0002824347,0.0002354279,0.001161313],"category_scores_gemma":[0.002560106,0.000150946,0.0003778965,0.0006837776,0.0001648437,0.000348532,0.001137262,0.0002659053,0.0001759012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157011,"about_ca_system_score_gemma":0.0004856326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006053909,"about_ca_topic_score_gemma":0.02850834,"domain_scores_codex":[0.9994848,0.0001898647,0.00008202309,0.00003779957,0.0001372481,0.00006834711],"domain_scores_gemma":[0.9986923,0.0001598501,0.0004735439,0.00005036516,0.0004641231,0.0001598242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454366,0.0002160533,0.9685031,0.0001219946,0.00003504318,0.0001177334,0.001278343,0.0001750329,0.0006287437,0.0000316905,0.0004984634,0.02824843],"study_design_scores_gemma":[0.000006922989,0.0003590415,0.99467,0.00004507318,0.00001999832,0.0001041838,0.00295956,0.0003918651,0.000515259,0.00005905184,0.000860373,0.00000864116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967046,0.0001700051,0.0004734224,0.00007114775,0.000007594283,0.000167882,0.0005410259,0.00001599432,0.001848261],"genre_scores_gemma":[0.9961407,0.0002302071,0.002589211,0.00003398285,0.000005200576,0.0001227859,0.000392481,0.000002101203,0.0004834866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006053909,"threshold_uncertainty_score":0.01203734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181874404916236,"score_gpt":0.3363143145304435,"score_spread":0.3144955704812811,"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."}}