{"id":"W3124646412","doi":"10.1016/j.jbspin.2021.105135","title":"Osteoporosis in older adults","year":2021,"lang":"en","type":"article","venue":"Joint Bone Spine","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Osteoporosis; Incidence (geometry); Fragility; Fragility fracture; Population ageing; Risk assessment; Falling (accident); Population; Bone mineral; Intensive care medicine; Pediatrics; Internal medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000346094,0.0001546474,0.0004969424,0.0002110523,0.00004962521,0.00001778507,0.00003971382,0.0001392105,0.001751822],"category_scores_gemma":[0.0004131642,0.0001391833,0.00012377,0.000651164,0.00004579221,0.000069829,0.00009060758,0.0004608927,0.0003016918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403432,"about_ca_system_score_gemma":0.0004562758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003406273,"about_ca_topic_score_gemma":0.0004124953,"domain_scores_codex":[0.9979655,0.00005433394,0.0005439236,0.0004119979,0.0004630915,0.0005611199],"domain_scores_gemma":[0.9988245,0.00001847641,0.00006199119,0.0004679304,0.0002342545,0.0003928093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002458498,0.008942236,0.1829647,0.008942551,0.0001272273,0.01564722,0.005071666,0.000008737789,0.229461,0.001423766,0.08788056,0.4570718],"study_design_scores_gemma":[0.007119366,0.0003953967,0.9537774,0.0009195157,0.00001707404,0.0003393125,0.0006477059,0.000240651,0.0243609,0.00003254792,0.01196573,0.0001843852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970539,0.002836548,0.00002023796,0.01879482,0.0001811843,0.0005581653,0.000006505689,0.00006484574,0.006998685],"genre_scores_gemma":[0.9845365,0.0005835887,0.002800713,0.003331551,0.0002110943,0.00007167106,0.0001054939,0.00003637449,0.008323032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7708127,"threshold_uncertainty_score":0.9991607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235567711057666,"score_gpt":0.3098369248099097,"score_spread":0.287481247699333,"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."}}