{"id":"W2781789668","doi":"10.1007/s11657-017-0402-8","title":"Diet and exercise changes following bone densitometry in the Patient Activation After DXA Result Notification (PAADRN) study","year":2018,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging","keywords":"Medicine; Logistic regression; Vitamin D and neurology; Physical therapy; Intervention (counseling); Bone health; Internal medicine; Bone mineral; Osteoporosis; Nursing","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":[0.000533999,0.0001523446,0.0003330392,0.00043061,0.0001361431,0.00002673176,0.000101616,0.00005897058,0.00001426004],"category_scores_gemma":[0.0002806026,0.0001090765,0.00006430897,0.0004981185,0.0001824368,0.0001049235,0.00009801346,0.0002173459,0.000006632543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002256985,"about_ca_system_score_gemma":0.00005256433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006265272,"about_ca_topic_score_gemma":0.0007654323,"domain_scores_codex":[0.9981934,0.0001846607,0.0004128742,0.000355164,0.0005279126,0.0003259612],"domain_scores_gemma":[0.9988045,0.0003723386,0.0001386806,0.0004839603,0.00007633412,0.0001242085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01017485,0.00199971,0.5859376,0.000418352,0.00006127836,0.00004820415,0.1196304,3.785491e-7,0.04271055,0.00001056223,0.0002916176,0.2387165],"study_design_scores_gemma":[0.001689753,0.00386114,0.9664157,0.0003700238,0.00006372779,0.000005085205,0.01381749,0.00004478313,0.01332617,0.00005800219,0.0002397817,0.0001083546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952331,0.0004076789,0.000006842278,0.002216282,0.00007161372,0.001606793,0.00001028308,0.00001628054,0.0004310988],"genre_scores_gemma":[0.998477,0.0001759299,0.0005831753,0.0003498014,0.00007689543,0.0002378107,0.00003072549,0.00001928879,0.00004937959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3804781,"threshold_uncertainty_score":0.4448009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228503276852087,"score_gpt":0.3096330644598536,"score_spread":0.2867827367746448,"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."}}