{"id":"W4409195940","doi":"10.1016/j.lanwpc.2025.101529","title":"Implementation of a best-practice model of care for cognitive impairment and dementia for first nations peoples attending primary care in Australia: a stepped-wedge cluster-randomised trial","year":2025,"lang":"en","type":"article","venue":"The Lancet Regional Health - Western Pacific","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Dementia; Cognitive impairment; Primary care; Cluster randomised controlled trial; Cluster (spacecraft); Medicine; Family medicine; Gerontology; Best practice; Cognition; Psychology; Nursing; Psychiatry; Psychological intervention; Political science; Computer science; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008604135,0.001929161,0.003396028,0.0009445709,0.001289127,0.001895268,0.00195953,0.003489065,0.009293952],"category_scores_gemma":[0.01562825,0.001126726,0.003572101,0.0007735416,0.00220852,0.002228253,0.002258644,0.002926347,0.001150337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003904811,"about_ca_system_score_gemma":0.007224058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044618,"about_ca_topic_score_gemma":0.01225791,"domain_scores_codex":[0.9920148,0.005057682,0.0006998167,0.0009985367,0.0005758281,0.0006532957],"domain_scores_gemma":[0.9938626,0.001834209,0.001297276,0.0006702557,0.0006175362,0.001718042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9068517,0.04021776,0.001505453,0.006033662,0.002656416,0.00008075702,0.0007466411,0.001706998,0.0006235054,0.0005162343,0.001488301,0.03757241],"study_design_scores_gemma":[0.927478,0.06696583,0.002310348,0.0003986612,0.0005811219,0.00001543751,0.0001226051,0.0008947859,0.0001308616,0.0004269186,0.000643566,0.00003176775],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8621623,0.002508298,0.00279292,0.001495667,0.001408037,0.1242167,0.001233854,0.0003403546,0.003841823],"genre_scores_gemma":[0.88155,0.001063288,0.01288346,0.001590305,0.0004095291,0.09919882,0.0005355145,0.00002558864,0.002743456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044618,"threshold_uncertainty_score":0.04550356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418021990284149,"score_gpt":0.4323017376775664,"score_spread":0.3581215177747249,"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."}}