{"id":"W4397008097","doi":"10.1016/j.cortex.2024.04.013","title":"Youth-like brain activation linked with greater cognitive training gains in older adults: Insights from the ACTOP study","year":2024,"lang":"en","type":"article","venue":"Cortex","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Psychology; Cognition; Cognitive training; Cognitive psychology; Developmental psychology; Neuroscience","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":[0.0004588886,0.0003135217,0.0001579154,0.0003376632,0.0002241029,0.000663224,0.0001905279,0.0003879714,0.00250072],"category_scores_gemma":[0.001166202,0.0001190308,0.0001634356,0.0002230564,0.0004119207,0.0003506104,0.0003501496,0.0004535532,0.0002052933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499456,"about_ca_system_score_gemma":0.0002029008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646015,"about_ca_topic_score_gemma":0.007185317,"domain_scores_codex":[0.9999439,0.000009658177,0.00000300274,0.00001685633,0.000014953,0.00001170326],"domain_scores_gemma":[0.9995309,0.0001225639,0.0001637376,0.00004582141,0.00005721274,0.00007980438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004356452,0.001460198,0.8431053,0.0003274723,0.0004080281,0.002965934,0.005067202,0.0004980793,0.1011993,0.001193112,0.002290503,0.03712837],"study_design_scores_gemma":[0.00001747921,0.0001697728,0.9978945,0.000009186709,0.00002752122,0.000281824,0.0003548095,0.00006527657,0.0007643321,0.000154721,0.0002574655,0.000003287925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982115,0.00009042511,0.0001606446,0.0000454699,0.00000455117,0.00001240075,0.0001691669,0.000004467571,0.00130137],"genre_scores_gemma":[0.9983912,0.0001257939,0.0002328761,0.00005437852,0.00001236658,0.00002795344,0.0001974868,0.00000697421,0.0009509776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003646015,"threshold_uncertainty_score":0.008365691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06565308916509091,"score_gpt":0.3170783302204623,"score_spread":0.2514252410553715,"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."}}