{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009472029,0.0003770625,0.0003024179,0.001330317,0.0002735787,0.0005208984,0.0003084478,0.0001757464,0.0015943],"category_scores_gemma":[0.001876892,0.0001485852,0.0004174564,0.001779314,0.0001462393,0.0002500861,0.0005199869,0.0002503786,0.0005169336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633375,"about_ca_system_score_gemma":0.0003473324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049276,"about_ca_topic_score_gemma":0.02817987,"domain_scores_codex":[0.9989642,0.000256446,0.0001965705,0.0001945754,0.0003201178,0.00006804537],"domain_scores_gemma":[0.999288,0.00009735864,0.0003602729,0.00006915056,0.0001291358,0.00005610385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808052,0.0001451149,0.9769751,0.0001938368,0.0002733036,0.00004776764,0.0003566467,0.0002242032,0.00149724,0.0001623058,0.001941088,0.01800264],"study_design_scores_gemma":[0.000005678841,0.00006438951,0.9981828,0.000011905,0.00001818436,0.00003491731,0.00009029738,0.00008304467,0.0001238655,0.00003608334,0.001345653,0.000003296465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558113,0.001137282,0.003086566,0.0001567374,0.00007632406,0.0004423313,0.02822115,0.00006806579,0.01100025],"genre_scores_gemma":[0.9457671,0.001124001,0.005604641,0.0001980282,0.00005444368,0.001120606,0.04271417,0.00002112248,0.003395852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049276,"threshold_uncertainty_score":0.02086341,"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."}}