{"id":"W7091412152","doi":"10.6084/m9.figshare.c.8089762.v1","title":"Normative values for the physical activity scale for the elderly in community-dwelling men and women 45 to 85 years old: an analysis from the CLSA","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Normative; Percentile; Physical activity; Scale (ratio); Population; Akaike information criterion; Interpretability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005553339,0.0004310285,0.000416485,0.003249057,0.0004454413,0.0006591065,0.0009254558,0.0003032419,0.001329174],"category_scores_gemma":[0.01289989,0.0001746294,0.0007304669,0.002812271,0.0002836388,0.0002893089,0.0006761482,0.0004058302,0.0004600905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155027,"about_ca_system_score_gemma":0.001224076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1736158,"about_ca_topic_score_gemma":0.1710826,"domain_scores_codex":[0.9974922,0.0005714095,0.0002784557,0.0002992914,0.001232366,0.0001262511],"domain_scores_gemma":[0.9944192,0.001559819,0.0005385297,0.0005508496,0.002735542,0.0001960509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002072122,0.00007056449,0.9740336,0.00005059835,0.0001278273,0.00005131361,0.0004343778,0.0006378145,0.0002418853,0.0001714264,0.002398586,0.02157477],"study_design_scores_gemma":[0.00001147674,0.00005576043,0.9960226,0.00002908861,0.00002924678,0.00006752471,0.0004440514,0.001337509,0.00009258281,0.00009244713,0.001808233,0.000009438108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9721527,0.0008505809,0.00463838,0.00007234531,0.00004590577,0.0002857037,0.01714966,0.00009710831,0.004707627],"genre_scores_gemma":[0.9764996,0.0002309701,0.002513428,0.00004289066,0.00001346157,0.0002542607,0.01979505,0.00003421871,0.0006160224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1736158,"threshold_uncertainty_score":0.3452104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06218760884633089,"score_gpt":0.3616454126631182,"score_spread":0.2994578038167873,"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."}}