{"id":"W2563919593","doi":"10.1155/2017/4210217","title":"Trabecular Bone Score Reflects Trabecular Microarchitecture Deterioration and Fragility Fracture in Female Adult Patients Receiving Glucocorticoid Therapy: A Pre-Post Controlled Study","year":2017,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"FRAX; Osteoporosis; Medicine; Algorithm; Dual-energy X-ray absorptiometry; Bone mineral; Internal medicine; Machine learning; Osteoporotic fracture; Mathematics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007934017,0.0006415473,0.000859303,0.0006311207,0.0005692117,0.0004278074,0.0003024793,0.0005966657,0.00221184],"category_scores_gemma":[0.001406066,0.0003195946,0.0006856589,0.0005623662,0.0004934864,0.0004926637,0.0003327181,0.000815465,0.0004057708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337465,"about_ca_system_score_gemma":0.0002763475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544779,"about_ca_topic_score_gemma":0.002407688,"domain_scores_codex":[0.9994677,0.0001346325,0.00005135616,0.0001273623,0.0001354842,0.00008357858],"domain_scores_gemma":[0.9988599,0.000172303,0.0003542809,0.0001242802,0.0001669222,0.0003223276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05904824,0.009329413,0.9143307,0.0001135519,0.0005261774,0.000261031,0.0002668534,0.0001098877,0.004092758,0.00004954776,0.0003559269,0.0115161],"study_design_scores_gemma":[0.001470463,0.03594679,0.9609281,0.000006628151,0.000239046,0.0002482849,0.0001124919,0.0002216144,0.0004081967,0.0000275708,0.0003774735,0.00001341362],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988545,0.0002846117,0.0001042975,0.00002291173,0.00001234793,0.000189452,0.0001813075,0.000007449814,0.0003430101],"genre_scores_gemma":[0.9984628,0.0001206793,0.0002232969,0.00005420027,0.00005231153,0.0001770029,0.0003817024,0.0000033836,0.0005247011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00221184,"threshold_uncertainty_score":0.007399321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201571021416589,"score_gpt":0.414999607118279,"score_spread":0.3629838969041131,"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."}}