{"id":"W4206293082","doi":"10.26685/urncst.314","title":"Cognitive Training and Aerobic Exercise as Intervention Techniques for Mild Cognitive Impairment: A Research Protocol","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cognition; Cognitive training; Psychological intervention; Intervention (counseling); Cognitive Intervention; Aerobic exercise; Psychology; Dementia; Cognitive decline; Clinical psychology; Physical therapy; Test (biology); Physical medicine and rehabilitation; Medicine; Psychiatry","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":[0.02609258,0.004865256,0.006803377,0.003671708,0.00629953,0.002740379,0.005985332,0.00794107,0.05606523],"category_scores_gemma":[0.01786247,0.004170181,0.004025614,0.002655006,0.002879347,0.002411713,0.003447973,0.008208459,0.01291019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006263836,"about_ca_system_score_gemma":0.03518202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950867,"about_ca_topic_score_gemma":0.007154475,"domain_scores_codex":[0.9875909,0.005618438,0.00178755,0.001161611,0.002155713,0.001685843],"domain_scores_gemma":[0.9888825,0.002832821,0.001495852,0.001263078,0.003129879,0.002395911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4510986,0.2518631,0.004119856,0.0453737,0.001250177,0.001087965,0.003276272,0.007435882,0.00761557,0.006079585,0.03385412,0.1869451],"study_design_scores_gemma":[0.6397473,0.2156532,0.02176316,0.01042644,0.0009937969,0.0002972818,0.001808151,0.002497838,0.003350693,0.004847208,0.09812236,0.0004925628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001430847,0.00006849278,0.000449357,0.00006621671,0.00005062841,0.9972935,0.0003135007,0.00002181689,0.0003056891],"genre_scores_gemma":[0.0004982824,0.00007505339,0.0008209593,0.00004769546,0.0000128435,0.9983057,0.00006923189,9.577793e-7,0.0001692416],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05606523,"threshold_uncertainty_score":0.1875569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193199439377028,"score_gpt":0.5120273714940243,"score_spread":0.3927074275563216,"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."}}