{"id":"W7073776871","doi":"","title":"Fracture prediction and calibration of a Canadian FRAX® tool: A population-based report from CaMos","year":2011,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FRAX; Hip fracture; Osteoporosis; Bone mineral; Hazard ratio; Fracture (geology); Calibration","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":[0.0002616391,0.00009717274,0.0001674891,0.0009611555,0.0002284137,0.0000273222,0.00009384804,0.0002045556,0.000153743],"category_scores_gemma":[0.0004181657,0.0001014708,0.00004519904,0.0008492835,0.000119578,0.0001776229,0.00002754946,0.0003433147,0.000003135229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753683,"about_ca_system_score_gemma":0.0005439391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7148609,"about_ca_topic_score_gemma":0.05513094,"domain_scores_codex":[0.9988241,0.0001067578,0.0001621812,0.0002667269,0.0003520027,0.0002882381],"domain_scores_gemma":[0.9988953,0.0001169788,0.00006164678,0.0003120555,0.0002112351,0.0004028252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002782313,0.0001038808,0.9901113,0.00007091434,0.0000601469,0.002356692,0.001582209,0.0000459764,0.0006946155,0.0003060416,0.00349337,0.0008966333],"study_design_scores_gemma":[0.0007447259,0.0001917644,0.9652132,0.0001605379,0.00007561436,0.00003746758,0.0002785847,0.0004985731,0.002970076,0.00006502039,0.02965852,0.0001058804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940272,0.00002034938,0.0001928243,0.0008909758,0.00003119148,0.000323578,0.0002531617,0.00004010797,0.004220624],"genre_scores_gemma":[0.9959106,0.00002167947,0.001370295,0.0000444905,0.00006352568,0.000001259853,0.0005783379,0.00001073576,0.001999051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.65973,"threshold_uncertainty_score":0.9621105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597640108274335,"score_gpt":0.2893698585242124,"score_spread":0.2033934574414691,"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."}}