{"id":"W4288051419","doi":"10.1002/jbmr.4663","title":"Hip Fractures in Older Adults Are Associated With the Low Density Bone Phenotype and Heterogeneous Deterioration of Bone Microarchitecture","year":2020,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Phenotype; Medicine; Bone density; Microarchitecture; Dentistry; Osteoporosis; Internal medicine; Biology; Computer science; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745959,0.0002649642,0.0003430692,0.0006384134,0.0002158644,0.000213565,0.0001337819,0.0002785061,0.0006353562],"category_scores_gemma":[0.0008005946,0.0001603456,0.0001697327,0.0004530727,0.0002020171,0.0001454053,0.0002570763,0.0001782541,0.0001587978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008422945,"about_ca_system_score_gemma":0.00007083813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206161,"about_ca_topic_score_gemma":0.003470089,"domain_scores_codex":[0.9998864,0.00001656003,0.00001456067,0.00002405171,0.000046617,0.00001180203],"domain_scores_gemma":[0.9996369,0.00003470542,0.0002206723,0.00002087442,0.00005149409,0.00003531511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154527,0.00003478756,0.9824154,0.00003263284,0.00004683353,0.0003213655,0.0001118765,0.00003708609,0.007256497,0.00001842716,0.00006681764,0.009442841],"study_design_scores_gemma":[0.000001720873,0.00008777474,0.9989883,0.000002592258,0.000008507976,0.0006600097,0.00004639492,0.00004393706,0.0001060951,0.0000122001,0.00004108391,0.000001212719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990551,0.0004159469,0.0002483407,0.0000144106,0.000003687984,0.000006372835,0.00006679913,0.000006592184,0.0001827998],"genre_scores_gemma":[0.9991913,0.0002205927,0.0003268164,0.00001572058,0.0000118437,0.000005136422,0.00009144755,9.900916e-7,0.0001362064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206161,"threshold_uncertainty_score":0.00409919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662433208517131,"score_gpt":0.3245754070172305,"score_spread":0.2979510749320592,"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."}}