{"id":"W4255657922","doi":"10.1093/geront/gnv471.18","title":"FORMATIVE EVALUATION IN THE IMPLEMENTATION OF THE HOME SAFETY TOOLKIT FOR VETERANS WITH DEMENTIA","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Alberta; Brock University; University of Ottawa; Bruyère","funders":"","keywords":"Formative assessment; Dementia; Computer science; Medical education; Psychology; Gerontology; Medicine; Pedagogy","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":[0.08482665,0.001649189,0.0009370628,0.001701476,0.003975692,0.004985427,0.004216555,0.002373467,0.004454187],"category_scores_gemma":[0.1300272,0.0008577221,0.001634026,0.001187288,0.003546403,0.003466641,0.008899827,0.002858945,0.0007436792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00945258,"about_ca_system_score_gemma":0.02449872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006820143,"about_ca_topic_score_gemma":0.01438024,"domain_scores_codex":[0.9192474,0.06708152,0.003807215,0.001909032,0.003465908,0.0044889],"domain_scores_gemma":[0.9325119,0.03872052,0.00436386,0.005790166,0.01083474,0.007778872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008422466,0.05991874,0.02288688,0.005713679,0.0002839838,0.002089995,0.2889646,0.002232127,0.003349318,0.003878229,0.01037029,0.5918897],"study_design_scores_gemma":[0.02405612,0.2209962,0.1048047,0.009280287,0.001159957,0.001661042,0.4935532,0.0048056,0.01910449,0.007080261,0.112645,0.0008531799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926146,0.0005146896,0.01145562,0.00364578,0.001193117,0.04405694,0.0008400119,0.0004804394,0.01166735],"genre_scores_gemma":[0.8553341,0.0007555112,0.07305703,0.002150234,0.0003352216,0.06218738,0.0008284815,0.0001536156,0.005198424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08482665,"threshold_uncertainty_score":0.4486116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369728661077356,"score_gpt":0.4293838677245353,"score_spread":0.2924110016167997,"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."}}