{"id":"W4402773865","doi":"10.22365/jpsych.2024.015","title":"New guidelines for the effectiveness of exercise in the prevention of dementia: Implications for psychiatry","year":2024,"lang":"en","type":"letter","venue":"Psychiatriki","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dementia; Psychiatry; Medicine; Psychology; Disease; Internal medicine","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":[0.03869052,0.002782585,0.006145599,0.009167769,0.001981599,0.009008821,0.01002484,0.02060394,0.01329465],"category_scores_gemma":[0.2347564,0.001666897,0.006444031,0.004517619,0.004126341,0.007724865,0.004531565,0.02577434,0.009779608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007649337,"about_ca_system_score_gemma":0.01562968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005715053,"about_ca_topic_score_gemma":0.01096847,"domain_scores_codex":[0.9623082,0.01398068,0.01104575,0.001381489,0.01031874,0.0009651825],"domain_scores_gemma":[0.7896624,0.1032295,0.01973523,0.003387835,0.07780258,0.006182414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008249262,0.00004644093,0.0001003529,0.009325388,0.0001487742,0.0001154394,0.0001581786,0.0001054516,0.00005292872,0.001410736,0.9009484,0.0875055],"study_design_scores_gemma":[0.0002163583,0.00008262996,0.0005634931,0.0538276,0.0006923191,0.000340393,0.0001789713,0.000268598,0.00009681763,0.004922698,0.9387057,0.0001044464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001174725,0.1908507,0.002584371,0.3291999,0.4728462,0.0003814709,0.0005332594,0.0002057208,0.003280763],"genre_scores_gemma":[0.002429066,0.2228484,0.01499507,0.317553,0.4314637,0.001614324,0.0008206742,0.0002403772,0.008035256],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03869052,"threshold_uncertainty_score":0.2046175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318575198896252,"score_gpt":0.4103434308997317,"score_spread":0.3571576789107692,"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."}}