{"id":"W2899720313","doi":"10.1093/geroni/igy023.239","title":"OBJECTIVELY MEASURED PHYSICAL ACTIVITY ACROSS OCCUPATIONS BASED ON THE NHANES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; University of British Columbia","funders":"","keywords":"National Health and Nutrition Examination Survey; Physical activity; Environmental health; Medicine; Gerontology; Demography; Population; Physical therapy","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":[0.0004350643,0.00008765963,0.0001586336,0.0001119945,0.0002342905,0.00002144209,0.00005418004,0.0000370854,0.00001553379],"category_scores_gemma":[0.0004419799,0.00006299011,0.00002823009,0.001439278,0.0001200244,0.0001276374,0.00001613293,0.0003255336,0.00004074866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188145,"about_ca_system_score_gemma":0.000132724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110222,"about_ca_topic_score_gemma":0.00005172784,"domain_scores_codex":[0.9991523,0.00007022006,0.0001275442,0.0001810225,0.0002724068,0.0001964843],"domain_scores_gemma":[0.9991492,0.0002812773,0.0000907731,0.0001960699,0.000259533,0.00002314506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002693597,0.01312446,0.1413848,0.0003472632,0.0001143164,0.00001967232,0.0228462,0.0002961294,0.5311213,0.099504,0.002034064,0.1865142],"study_design_scores_gemma":[0.0009822322,0.000336993,0.8413801,0.000189862,0.000007972101,0.000001535174,0.0002290614,0.03196648,0.1212798,0.002843671,0.0006526756,0.0001295913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855497,4.463837e-7,0.002936885,0.008064917,0.00008671643,0.0002461183,0.000006626881,0.00005318124,0.003055384],"genre_scores_gemma":[0.9975506,1.483952e-7,0.00006958797,0.001854331,0.0004236058,0.00003614258,0.00000555852,0.000009047744,0.00005098741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6999953,"threshold_uncertainty_score":0.2568662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066136045160622,"score_gpt":0.4072448747457969,"score_spread":0.3006312702297347,"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."}}