{"id":"W4379032798","doi":"10.14283/jpad.2023.65","title":"Protocol for the Brain Health Support Program Study of the Canadian Therapeutic Platform Trial for Multidomain Interventions to Prevent Dementia (CAN-THUMBS UP): A Prospective 12-Month Intervention Study","year":2023,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Psychological intervention; Intervention (counseling); Medicine; Protocol (science); Clinical trial; Gerontology; Nursing; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00692154,0.0002134737,0.0004542442,0.0003515781,0.0004975154,0.00005094189,0.0004999069,0.00003388507,0.0001224889],"category_scores_gemma":[0.0003718132,0.0001127408,0.0009928703,0.0004942314,0.0001091956,0.0001287089,0.0001381122,0.0002376522,0.000001732212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651701,"about_ca_system_score_gemma":0.001231734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518697,"about_ca_topic_score_gemma":0.03430435,"domain_scores_codex":[0.9961987,0.0008018984,0.001417295,0.0002239052,0.0009354767,0.0004227029],"domain_scores_gemma":[0.9970384,0.0002537728,0.001149812,0.0004588376,0.0007576551,0.0003415719],"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":[0.3066977,0.1467785,0.09789091,0.003263598,0.03707954,0.00002053688,0.03239234,0.0002437112,0.0001946117,0.0003706005,0.0148225,0.3602455],"study_design_scores_gemma":[0.1188055,0.09722949,0.7513989,0.001248517,0.008319155,0.000007177376,0.01964369,0.0002842571,0.000440287,0.001611137,0.0008257494,0.0001861888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4461803,0.0001183505,0.0009235214,0.005542913,0.0003331273,0.546743,0.0001158002,0.00002218593,0.00002069287],"genre_scores_gemma":[0.876404,0.00000205066,0.00005021237,0.00009450848,0.0000977787,0.1227977,0.0000120329,0.00003047176,0.0005111755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6535079,"threshold_uncertainty_score":0.9833171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138224535850588,"score_gpt":0.4786152842462407,"score_spread":0.3403907483956526,"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."}}