{"id":"W4382358492","doi":"10.1016/j.genhosppsych.2023.06.016","title":"Trends in adherence to the muscle-strengthening activity guidelines in the US over a 20-year span","year":2023,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"European Commission","keywords":"Span (engineering); Gerontology; Medicine; Psychology; Physical medicine and rehabilitation; Engineering; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000584975,0.000155393,0.0002067536,0.0002920091,0.0001075574,0.00003219461,0.0002168269,0.00007766403,0.0001191479],"category_scores_gemma":[0.00005320029,0.00009792989,0.00009858018,0.001382268,0.00002914059,0.00006669141,0.00005954514,0.0004132881,0.000104137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003905746,"about_ca_system_score_gemma":0.00007438146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146882,"about_ca_topic_score_gemma":0.002707095,"domain_scores_codex":[0.9985262,0.00008305707,0.0003499105,0.0003072704,0.0003136818,0.0004198713],"domain_scores_gemma":[0.9993848,0.00003416796,0.00006313459,0.0003817516,0.00003624891,0.00009990379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684925,0.0003206694,0.6972455,0.00008422997,0.00001370448,0.00003525792,0.002202059,0.0003585132,0.0002844719,0.0007328698,0.2154055,0.08314871],"study_design_scores_gemma":[0.001304125,0.0003490461,0.9689254,0.0001949783,0.00000917133,0.00000519512,0.000667116,0.001702328,0.00001019765,0.0004084941,0.02628189,0.0001421248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9110156,0.0002026712,0.000007087004,0.08542188,0.001368578,0.0003174914,0.00001808998,0.0000634617,0.001585135],"genre_scores_gemma":[0.9874222,0.00007059937,0.001758845,0.007842475,0.001441285,0.00009319658,0.00002389153,0.0000219714,0.001325577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716798,"threshold_uncertainty_score":0.3993465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05321844443804709,"score_gpt":0.381003521481061,"score_spread":0.3277850770430139,"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."}}