{"id":"W4389540911","doi":"10.21203/rs.3.rs-3669414/v1","title":"A live online exercise program for older adults improves depression and life-space mobility: A mixed-methods pilot randomized controlled trial","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institutes of Health; Ontario Centre of Innovation; Dairy Farmers of Canada; McMaster University","keywords":"Randomized controlled trial; Physical therapy; Loneliness; Medicine; Checklist; Anxiety; Intervention (counseling); Gerontology; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004732943,0.001799636,0.004065808,0.000940287,0.0009697325,0.001522628,0.001312272,0.0027556,0.01084937],"category_scores_gemma":[0.005963872,0.0008538508,0.003538666,0.0007905565,0.0009227136,0.001404806,0.0009993203,0.002127433,0.0009217163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007843901,"about_ca_system_score_gemma":0.001689234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463605,"about_ca_topic_score_gemma":0.002092475,"domain_scores_codex":[0.9970619,0.001573143,0.0004478621,0.0004031941,0.0002572127,0.0002566413],"domain_scores_gemma":[0.997463,0.001065373,0.0005407656,0.0002176603,0.00022521,0.0004879413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9176446,0.03316004,0.0006947391,0.007275917,0.004129556,0.00006404187,0.0001680588,0.0002062799,0.0009631655,0.0001426297,0.0007497031,0.03480123],"study_design_scores_gemma":[0.9232041,0.07273594,0.001529445,0.0003543989,0.001321334,0.00001428023,0.00004111919,0.0001899012,0.0001527577,0.00007675968,0.0003682441,0.00001171272],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8542826,0.01211249,0.003718785,0.001098307,0.001985775,0.1204915,0.002688752,0.0005390276,0.003082893],"genre_scores_gemma":[0.757991,0.006202092,0.01179356,0.001814328,0.001218087,0.2169766,0.00106249,0.00003594227,0.002905867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01084937,"threshold_uncertainty_score":0.0362947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09234820344500483,"score_gpt":0.4949509373662555,"score_spread":0.4026027339212506,"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."}}