{"id":"W3041802534","doi":"10.1249/01.mss.0000680856.28900.4e","title":"Exercise And Geriatric Depression: A Scoping Review Of The Research Evidence","year":2020,"lang":"en","type":"review","venue":"Medicine & Science in Sports & Exercise","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"PsycINFO; Depression (economics); Psychological intervention; Medicine; Mental health; Scopus; Physical therapy; Psychology; Clinical psychology; Psychiatry; MEDLINE","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":[0.01064775,0.00182355,0.006666638,0.01824416,0.001121924,0.003556794,0.002172517,0.002980178,0.00447618],"category_scores_gemma":[0.03907271,0.001369468,0.006521186,0.01950519,0.001006193,0.002966788,0.002402298,0.001624438,0.0005129349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004816141,"about_ca_system_score_gemma":0.01679099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009373461,"about_ca_topic_score_gemma":0.02394927,"domain_scores_codex":[0.993264,0.001856191,0.002819308,0.0004618449,0.001335247,0.0002634166],"domain_scores_gemma":[0.9764931,0.01657101,0.003920454,0.000346625,0.002409089,0.0002597478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008220334,0.00002188431,0.000496125,0.9210318,0.002023835,0.0001645194,0.000408511,0.0001266423,0.0001461522,0.0003945467,0.002951543,0.07215237],"study_design_scores_gemma":[0.00002804527,0.00005694229,0.001249079,0.9744017,0.0083291,0.0002293418,0.0002313035,0.00005105735,0.00005800079,0.0002305288,0.01512071,0.00001416055],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004312237,0.9984099,0.00011778,0.0002925065,0.0001298896,0.0002311398,0.000129213,0.000005183123,0.0002532369],"genre_scores_gemma":[0.003101642,0.9957315,0.0003201497,0.0002548751,0.00005961164,0.0003330084,0.0001094182,0.000002946886,0.00008685925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01824416,"threshold_uncertainty_score":0.05631143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820489816896395,"score_gpt":0.4773502342687876,"score_spread":0.2953012525791482,"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."}}