{"id":"W7027023668","doi":"","title":"Bone Micro-Architecture Assessed by TBS Predicts All Osteoporotic Fractures Independently of BMD in 22234 Women aged 50 and Older : the Manitoba Prospective Study","year":2009,"lang":"en","type":"article","venue":"IRIS","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Prospective cohort study; Osteoporosis; Incidence (geometry); Population; Epidemiology; Risk factor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009062403,0.0002503906,0.0005638686,0.0002195183,0.0001076569,0.00004217046,0.0001777069,0.0001858281,0.00008642138],"category_scores_gemma":[0.0002335787,0.0001651114,0.00005017201,0.0003446631,0.0001233528,0.00007913807,0.00007698686,0.001017682,0.000005235925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955464,"about_ca_system_score_gemma":0.0002017815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103429,"about_ca_topic_score_gemma":0.001134799,"domain_scores_codex":[0.9974004,0.0002558826,0.0004924561,0.0004542713,0.0007572623,0.0006397484],"domain_scores_gemma":[0.9987984,0.0001701857,0.0001550244,0.0004625778,0.000118356,0.0002954685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002689065,0.003880679,0.8612218,0.0004288672,0.0001958376,0.0002976781,0.03815231,0.000007525659,0.06487283,0.000002802347,0.008976392,0.01927415],"study_design_scores_gemma":[0.005922813,0.002520208,0.9800048,0.0001033263,0.00004729149,0.00005178428,0.007437225,0.00000597206,0.002864904,0.0002005242,0.0007037632,0.0001374283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913493,0.001762778,0.00001166967,0.002911336,0.00003819181,0.003572606,0.00003290065,0.00003294739,0.0002883204],"genre_scores_gemma":[0.9975559,0.00008792439,0.0001053067,0.001649506,0.00007994378,0.0001483175,0.00002238987,0.00002699375,0.0003237856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187829,"threshold_uncertainty_score":0.6733046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255010160867173,"score_gpt":0.3125101012675318,"score_spread":0.29995999965886,"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."}}