{"id":"W2550886536","doi":"10.1136/bjsports-2016-096710","title":"Personalising exercise recommendations for brain health: considerations and future directions","year":2016,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Dementia; Cognition; Promotion (chess); Medicine; Psychology; Value (mathematics); Health promotion; Physical activity; Cognitive decline; Physical medicine and rehabilitation; Physical therapy; Gerontology; Public health; Neuroscience; Computer science; Disease; Nursing; Pathology","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":[0.01056307,0.001054951,0.003766605,0.001894486,0.0006009406,0.003221227,0.002664533,0.00701712,0.00787794],"category_scores_gemma":[0.02444064,0.0004574626,0.00219238,0.002377859,0.001563734,0.005294472,0.001552186,0.006818166,0.001967843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002184115,"about_ca_system_score_gemma":0.008303899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004113884,"about_ca_topic_score_gemma":0.01196706,"domain_scores_codex":[0.9951829,0.002592021,0.000934725,0.0002804822,0.0008333373,0.0001765642],"domain_scores_gemma":[0.9814594,0.01425088,0.001401485,0.0002143203,0.002230806,0.0004430695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002120936,0.00009475071,0.0002592904,0.1100043,0.0005155643,0.0004167946,0.0008892631,0.0005168146,0.0002698628,0.01788616,0.1349005,0.7340345],"study_design_scores_gemma":[0.0001189701,0.0001062358,0.0009820766,0.2112644,0.0005176083,0.0007946534,0.00133795,0.0002543554,0.00007597832,0.01861029,0.7658739,0.00006345037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006524155,0.9664669,0.0001795514,0.03121889,0.001577216,0.00001349398,0.00002324329,0.000005028436,0.0004504127],"genre_scores_gemma":[0.001268744,0.9854799,0.0009367933,0.009838796,0.001906411,0.00005845816,0.00002938912,0.000003912593,0.0004775589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01056307,"threshold_uncertainty_score":0.05586356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05981399024215328,"score_gpt":0.3739746469570338,"score_spread":0.3141606567148805,"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."}}