{"id":"W4312004805","doi":"10.1093/geroni/igac059.2311","title":"ADAPTING STAKEHOLDER WALKABILITY/WHEELABILITY AUDIT TOOL IN NEIGHBORHOOD FOR SENSORY AND COGNITIVE DISABILITIES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Audit; Neighbourhood (mathematics); Stakeholder; Psychology; Applied psychology; Population; Medicine; Public relations; Business; Political science; Environmental health","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":[0.003114946,0.0001528166,0.0003047149,0.0002898322,0.0009056392,0.0000184648,0.00008633839,0.00009033776,0.000240518],"category_scores_gemma":[0.003100686,0.0001749996,0.00002913179,0.0009243133,0.0001188929,0.0002599912,0.0001818663,0.0007803207,0.000002053074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560584,"about_ca_system_score_gemma":0.0002468599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006672641,"about_ca_topic_score_gemma":0.0007133246,"domain_scores_codex":[0.9972439,0.0006638574,0.0009743586,0.0004238172,0.0002419837,0.000452052],"domain_scores_gemma":[0.9964761,0.002746468,0.0002685855,0.0001674082,0.0003214193,0.00002000079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000619581,0.0000758055,0.8160697,0.0003339634,0.00001003595,0.000001501587,0.1635048,0.00003209974,0.0001058522,0.0131273,0.00007971627,0.006597268],"study_design_scores_gemma":[0.001964652,0.00006762706,0.2035508,0.0002310387,0.00001207031,5.972926e-7,0.7367765,0.001035669,0.00004225164,0.05503954,0.0009729743,0.0003063177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937502,0.0001003404,0.0008827854,0.00133819,0.0004179902,0.001510137,0.0001001952,0.00008063757,0.001819554],"genre_scores_gemma":[0.9964623,0.000002697467,0.0001719526,0.001617281,0.0001711441,0.001036037,0.00007090754,0.00002521727,0.0004424554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.612519,"threshold_uncertainty_score":0.7136279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113557123193885,"score_gpt":0.3921978987875392,"score_spread":0.2786407755936542,"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."}}