{"id":"W2103438478","doi":"10.1071/ah10932","title":"The state of physical environments in Australian residential aged care facilities","year":2011,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"Australian Government","keywords":"Signage; Audit; Environmental audit; Psychological intervention; Built environment; Level design; Walkability; Gerontology; Population health; Environmental health; Medicine; Public health; Business; Nursing; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.004431447,0.0001509877,0.0004111388,0.001539801,0.001353723,0.002129326,0.00107692,0.000502262,0.0008934516],"category_scores_gemma":[0.02048149,0.0003384768,0.000365769,0.002396424,0.001761197,0.001286421,0.003359989,0.0004669818,0.0001134553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066727,"about_ca_system_score_gemma":0.002935506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08183759,"about_ca_topic_score_gemma":0.1256172,"domain_scores_codex":[0.9920368,0.00314719,0.001007443,0.0004982961,0.002596705,0.0007135005],"domain_scores_gemma":[0.9820966,0.00236098,0.008320815,0.0007790126,0.005082734,0.001359975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057162,0.0001008668,0.8808615,0.001210802,0.000183028,0.0005207836,0.03328874,0.0005181827,0.0008093849,0.0003035147,0.0009999488,0.08109744],"study_design_scores_gemma":[0.000001844266,0.0001636312,0.9881059,0.0002838306,0.00001802605,0.0001967924,0.009193512,0.00009521079,0.00008099051,0.0000604735,0.00178435,0.00001549317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938828,0.002552702,0.0003055255,0.0005369984,0.00001801278,0.00003250843,0.0002251352,0.00001021047,0.002436234],"genre_scores_gemma":[0.9983711,0.0009514414,0.00034643,0.00008529067,0.00000588458,0.00001832077,0.00006806843,0.000001161428,0.0001523821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08183759,"threshold_uncertainty_score":0.1627225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2068528055519843,"score_gpt":0.4726359186541519,"score_spread":0.2657831131021676,"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."}}