{"id":"W4414314161","doi":"10.1007/s41999-025-01305-w","title":"Validation of Subjective and Objective Decisional Trees to prescribe exercise using the pace tool in outpatient older adults","year":2025,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Pace; Physical activity; Quality of life (healthcare); Outpatient clinic; Activities of daily living","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":[0.01622135,0.0005550084,0.0008636186,0.001681582,0.000327949,0.001701481,0.000598624,0.0009205451,0.002498251],"category_scores_gemma":[0.07815852,0.0002698973,0.0010982,0.0007237901,0.0004455251,0.001377105,0.0009977558,0.0009168111,0.0005339671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645092,"about_ca_system_score_gemma":0.00104509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006480659,"about_ca_topic_score_gemma":0.00170174,"domain_scores_codex":[0.9889433,0.005855558,0.001789259,0.0007837615,0.002315837,0.0003123123],"domain_scores_gemma":[0.9238777,0.06125607,0.006687854,0.001953285,0.004945301,0.001279899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006645262,0.005622211,0.7903337,0.0007588555,0.0009832596,0.0001283145,0.00332824,0.008685065,0.001629326,0.001336545,0.004321899,0.1762272],"study_design_scores_gemma":[0.001884134,0.01033888,0.8553275,0.0007684971,0.000885526,0.0004942151,0.003375185,0.1086884,0.003646168,0.003675645,0.01066441,0.0002514045],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982307,0.0002203823,0.01054238,0.0002636221,0.0001344054,0.001095881,0.0011517,0.000139111,0.004145406],"genre_scores_gemma":[0.9764572,0.0001895863,0.02004291,0.0001707559,0.0000623493,0.001370426,0.0009662869,0.00002934149,0.0007110884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622135,"threshold_uncertainty_score":0.08578777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442175339757681,"score_gpt":0.2791089247338016,"score_spread":0.2646871713362248,"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."}}