{"id":"W4401200852","doi":"10.2196/56433","title":"The Best of Two Worlds to Promote Healthy Cognitive Aging: Definition and Classification Approach of Hybrid Physical Training Interventions","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Montreal Heart Institute","funders":"Universität Potsdam; Deutsche Forschungsgemeinschaft","keywords":"Psychological intervention; Intervention (counseling); Dementia; Cognition; Gerontology; Psychology; Cognitive training; Population; Applied psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002538131,0.00007680679,0.0002233749,0.00009403293,0.000101229,0.00002061161,0.0000343811,0.0000114335,0.000001391506],"category_scores_gemma":[0.00004472991,0.00005849883,0.00009290905,0.0002492513,0.00009692235,0.00009317471,0.00002794081,0.00023509,0.000004471216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003829695,"about_ca_system_score_gemma":0.00007919834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001959868,"about_ca_topic_score_gemma":0.000005019431,"domain_scores_codex":[0.9992362,0.00005450729,0.0002141332,0.0001897029,0.0001508886,0.0001546193],"domain_scores_gemma":[0.9994656,0.000218753,0.00007265532,0.0000913952,0.0000631494,0.00008842459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004400279,0.00410791,0.001097917,0.009458135,0.0002728887,0.00001226593,0.03616729,0.000008773733,0.0357132,0.08489266,0.0002291223,0.8275998],"study_design_scores_gemma":[0.01531488,0.01999521,0.1944734,0.0957488,0.003386487,0.0007065742,0.07633249,0.3798904,0.07520269,0.1298655,0.006827014,0.002256544],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866768,0.0001988518,0.006477946,0.003138834,0.00004183111,0.0005652037,0.00002012015,0.0000360599,0.002844324],"genre_scores_gemma":[0.9990903,0.00002075043,0.0004891834,0.000078383,0.0001476958,0.00009269295,0.0000250927,0.00001189416,0.00004399103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8253433,"threshold_uncertainty_score":0.2385513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1888994864538023,"score_gpt":0.4296063434151954,"score_spread":0.2407068569613931,"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."}}