{"id":"W6977819616","doi":"10.6084/m9.figshare.c.6942117.v1","title":"Determinants of physical activity in community-dwelling older adults: an umbrella review","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Systematic review; Critical appraisal; Physical activity; MEDLINE; Meta-analysis; Variety (cybernetics)","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":[0.01026235,0.002001227,0.00789063,0.02077009,0.0009344416,0.005010762,0.001856902,0.003123665,0.003368605],"category_scores_gemma":[0.03720323,0.001447788,0.005309054,0.01638109,0.001130042,0.003822642,0.002494391,0.001685199,0.000568123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906011,"about_ca_system_score_gemma":0.01183198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008217617,"about_ca_topic_score_gemma":0.01580751,"domain_scores_codex":[0.9909227,0.003175279,0.003012709,0.0008040394,0.001753163,0.0003320554],"domain_scores_gemma":[0.9710498,0.02009883,0.00556507,0.0004586642,0.002510049,0.0003175707],"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":[0.0001170756,0.00004350245,0.001650685,0.8811723,0.004522293,0.0001472538,0.0005619715,0.0001860199,0.0002995392,0.001540183,0.008159915,0.1015993],"study_design_scores_gemma":[0.00005787929,0.0001529596,0.004094195,0.9325343,0.01299074,0.0003180015,0.0004110368,0.0001130089,0.0001239471,0.0006384933,0.04853499,0.00003032748],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002311747,0.9986746,0.00005738034,0.0004152191,0.000209354,0.00009499058,0.00007760007,0.00000334401,0.0002363074],"genre_scores_gemma":[0.004067246,0.9941249,0.000395078,0.0006262877,0.000191445,0.0003999745,0.00008565854,0.000002513544,0.0001069332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02077009,"threshold_uncertainty_score":0.05427319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570500822953325,"score_gpt":0.3028948950630798,"score_spread":0.2571898868335465,"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."}}