{"id":"W4391955855","doi":"10.2196/51462","title":"Development and Evaluation of a Community Health Program to Promote Physical Activity Among Vulnerable Community-Dwelling Older Adults: Protocol for a Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundeszentrale für gesundheitliche Aufklärung; Deutsche Forschungsgemeinschaft; Technische Universität Chemnitz","keywords":"Psychosocial; Gerontology; Intervention (counseling); Psychological intervention; Population; Medicine; Health promotion; Cohort; Observational study; Psychology; Physical therapy; Public health; Nursing; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04274445,0.005108342,0.006475829,0.003749089,0.006941747,0.002443983,0.004203343,0.005324497,0.02969372],"category_scores_gemma":[0.02449469,0.003421309,0.005352242,0.003411728,0.002604657,0.00225064,0.003428377,0.00564984,0.008125835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007428605,"about_ca_system_score_gemma":0.03503459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098998,"about_ca_topic_score_gemma":0.01458826,"domain_scores_codex":[0.9786071,0.01162857,0.003119132,0.00218741,0.002143673,0.002314082],"domain_scores_gemma":[0.9825518,0.002734997,0.002206424,0.002514417,0.007456461,0.002535801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3994938,0.1958194,0.03336474,0.04471679,0.002746856,0.00176901,0.006499512,0.01178113,0.01451858,0.007075738,0.05748868,0.2247257],"study_design_scores_gemma":[0.5601153,0.164124,0.09073099,0.009734021,0.002124792,0.000255745,0.003867348,0.005389276,0.006920357,0.00393866,0.1519299,0.000869598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002238163,0.00006110653,0.0009304958,0.00004138971,0.0000533764,0.995575,0.0008150872,0.00002641351,0.0002590543],"genre_scores_gemma":[0.0006810548,0.00003650929,0.001177208,0.00002362591,0.000007547105,0.9978123,0.0001677065,0.000001349677,0.00009262826],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04274445,"threshold_uncertainty_score":0.226057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.393947312600934,"score_gpt":0.6314390907285151,"score_spread":0.2374917781275811,"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."}}