{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005577371,0.0001007738,0.0002448789,0.0002908845,0.00005501964,0.00001236662,0.00003015411,0.00005225484,0.0000308454],"category_scores_gemma":[0.0001229826,0.0001134907,0.00003356916,0.0006251709,0.00002563871,0.0001405355,0.00003502893,0.0001799345,6.989731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689323,"about_ca_system_score_gemma":0.0001706755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004828353,"about_ca_topic_score_gemma":0.00001422173,"domain_scores_codex":[0.9987291,0.00004242018,0.0005552772,0.0002420191,0.0002290905,0.0002021331],"domain_scores_gemma":[0.9994054,0.0001090057,0.000196517,0.0001712716,0.00009169862,0.00002607749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007245561,0.0004666419,0.8026844,0.001674381,0.00003929408,0.00004925453,0.002171023,0.0002547317,0.08601403,0.0009806266,0.00004037505,0.1055527],"study_design_scores_gemma":[0.003960817,0.0001133724,0.9257977,0.002146814,0.0000277726,0.00001746121,0.001863443,0.01584441,0.0496518,0.0001575235,0.0002373546,0.000181517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986643,0.00009662526,0.01166811,0.0005321631,0.0001914208,0.0005218379,0.00001016137,0.00002960126,0.0003071117],"genre_scores_gemma":[0.9827332,0.00001304667,0.01632717,0.0006933911,0.00006895546,0.00002216198,0.0001112707,0.00002129295,0.000009472627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231133,"threshold_uncertainty_score":0.4628018,"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."}}