{"id":"W4223958608","doi":"10.1007/s11657-022-01100-1","title":"Physical activity estimated by osteogenic potential and energy expenditure has differing associations with bone mass in young adults: the raine study","year":2022,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Australian Future Health and Innovation Fund, Government of Western Australia; Women and Infants Research Foundation; National Health and Medical Research Council; Royal Perth Hospital Medical Research Foundation; University of Notre Dame Australia; Murdoch University; Canadian Institutes of Health Research; Faculty of Medicine, Dentistry and Health Sciences, University of Western Australia; Flinders University; Telethon Kids Institute; Monash University; Raine Medical Research Foundation; Edith Cowan University","keywords":"Medicine; Energy expenditure; Physical activity; Bone mineral; Metabolic equivalent; Age groups; Physical activity level; Physical therapy; Orthopedic surgery; Bone health; Dual energy; Demography; Internal medicine; Osteoporosis; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448633,0.0002178162,0.0005270881,0.0001904113,0.0005376671,0.00003274778,0.0001693688,0.00003642745,0.00003439318],"category_scores_gemma":[0.000062608,0.0001581997,0.00009267642,0.0003689192,0.0002434893,0.00009115481,0.0002692941,0.0005624859,4.599076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000816263,"about_ca_system_score_gemma":0.0001518754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003166386,"about_ca_topic_score_gemma":0.0009963583,"domain_scores_codex":[0.9977292,0.0003737636,0.000295388,0.0004232312,0.0007117973,0.0004666634],"domain_scores_gemma":[0.9988541,0.0003675639,0.0001962382,0.00036604,0.00003362092,0.0001824238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009143661,0.007619485,0.5920328,0.0002860163,0.0004156774,0.0001814971,0.03766458,0.0002155944,0.2972541,0.00003557301,0.0004379538,0.05471307],"study_design_scores_gemma":[0.00872207,0.003900938,0.9617214,0.00008551963,0.0001580986,0.000079207,0.01255406,0.007356712,0.005049795,0.00005455217,0.00006820517,0.0002494992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964879,0.0003344439,0.00005143916,0.001884513,0.00004175458,0.0007291871,0.0002111893,0.00003446901,0.0002251703],"genre_scores_gemma":[0.9988616,0.00005851534,0.0001533299,0.00006278325,0.00004261993,0.0003695203,0.0001376142,0.00003692618,0.0002771171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3696885,"threshold_uncertainty_score":0.6451197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458653504715073,"score_gpt":0.2779372403013609,"score_spread":0.2633507052542101,"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."}}