{"id":"W4367310579","doi":"10.1093/geroni/igad039","title":"The Environmental Audit Screening Evaluation: Establishing Reliability and Validity of an Evidence-Based Design Tool","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"National Institute on Aging; Administration for Community Living","keywords":"Generalizability theory; Audit; Reliability (semiconductor); Usability; Inter-rater reliability; Psychology; Scale (ratio); Construct validity; Applied psychology; Computer science; Psychometrics; Rating scale; Clinical psychology; Geography; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2163275,0.000760243,0.001463102,0.006896489,0.001547961,0.003425667,0.00177116,0.001277562,0.0008388427],"category_scores_gemma":[0.319601,0.0007492129,0.002351966,0.004141838,0.001875433,0.002933479,0.00353571,0.001016186,0.0003023755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140552,"about_ca_system_score_gemma":0.01040171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192914,"about_ca_topic_score_gemma":0.004122322,"domain_scores_codex":[0.8051189,0.1204946,0.03024945,0.004494218,0.03798084,0.001662079],"domain_scores_gemma":[0.6145104,0.2109153,0.03716795,0.0183079,0.1157902,0.003308416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001970387,0.00170593,0.6090697,0.00377532,0.001097443,0.00009953684,0.006668944,0.001913922,0.001805532,0.001970645,0.003185141,0.3667376],"study_design_scores_gemma":[0.001793317,0.009233653,0.911992,0.009915163,0.002234721,0.0005794223,0.009764878,0.02282758,0.008740942,0.004042006,0.01849661,0.0003797133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539841,0.004743781,0.1046548,0.001355497,0.0005413353,0.01984669,0.001201565,0.0004446681,0.01322755],"genre_scores_gemma":[0.8455985,0.0009740489,0.1380725,0.0002728428,0.00007122941,0.01385378,0.0006377968,0.00005548172,0.0004637785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2163275,"threshold_uncertainty_score":0.9664077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2067868154769042,"score_gpt":0.4256026878123803,"score_spread":0.2188158723354761,"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."}}