{"id":"W2094802775","doi":"10.1080/713650000","title":"Human factors and environmental support in Alzheimer's disease","year":2001,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Design Education and Practice","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Alzheimer Society","keywords":"Perspective (graphical); Independence (probability theory); Psychology; Disease; Aging in place; Gerontology; Cognition; Process (computing); Medicine; Computer science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161123,0.00008944039,0.000078964,0.000056491,0.00008836386,0.00001799269,0.00003897037,0.00001341433,0.0003051739],"category_scores_gemma":[0.000001288241,0.00009484965,0.0000125028,0.00004776021,0.00001729722,0.0001721819,0.0000118036,0.00009592413,0.00002575281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190067,"about_ca_system_score_gemma":0.00001799035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000176207,"about_ca_topic_score_gemma":0.00005184213,"domain_scores_codex":[0.9994445,0.00002951528,0.0001331636,0.0001121153,0.00008301175,0.0001977286],"domain_scores_gemma":[0.99967,0.00001466732,0.00002069644,0.00008481763,6.385105e-7,0.0002091582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129273,0.0002323359,0.9503013,0.00004971864,0.00003227495,0.00002332187,0.008793348,0.00008508987,0.0004288585,0.0001452736,0.00862577,0.0312714],"study_design_scores_gemma":[0.0004699429,0.0000525891,0.9040351,0.0000294758,0.00001204676,0.00001893325,0.002813515,0.0006654951,0.0001171608,0.00005599668,0.09149446,0.000235285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963792,0.001324792,0.00001306474,0.0007583721,0.0002166415,0.0001498325,0.00001611799,0.00007002976,0.001071973],"genre_scores_gemma":[0.9987531,0.0003969572,0.00003998527,0.0005406317,0.00002754356,0.000005430932,0.0001179997,0.00001657357,0.0001017341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08286869,"threshold_uncertainty_score":0.3867856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276555095395979,"score_gpt":0.3107640322260443,"score_spread":0.2831085226864464,"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."}}