{"id":"W4377220292","doi":"10.1007/s11657-023-01284-0","title":"Fracture risk gradient assessed by categories of bone mineral density and trabecular bone score: the Manitoba BMD Registry","year":2023,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Bone mineral; Trabecular bone score; Orthopedic surgery; Dentistry; Trabecular bone; Osteoporosis; Internal medicine; Surgery; Quantitative computed tomography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579829,0.0002573071,0.0007218469,0.0002149445,0.0002515281,0.00002358273,0.0001751609,0.0001302208,0.00001893542],"category_scores_gemma":[0.0004929395,0.0001801992,0.0002111756,0.0004713125,0.0008968358,0.00007826344,0.0001633268,0.0005445895,0.000005513715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000220319,"about_ca_system_score_gemma":0.0001883153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522978,"about_ca_topic_score_gemma":0.0006012521,"domain_scores_codex":[0.9975206,0.0002085181,0.0006496841,0.0004261206,0.0006426366,0.0005524096],"domain_scores_gemma":[0.9977564,0.0006654921,0.0004017794,0.0007315982,0.0001142861,0.0003304088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002267667,0.0007704127,0.6013626,0.003196289,0.0003580124,0.0002045232,0.009112395,0.00001496923,0.323395,0.000254828,0.0319822,0.02708109],"study_design_scores_gemma":[0.00243096,0.0009255888,0.9326637,0.0002400886,0.0002475594,0.0001386691,0.004029899,0.0002014049,0.05478353,0.0009620244,0.003151178,0.0002254423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919485,0.002939332,0.00003260791,0.003763054,0.00007851066,0.0007053983,0.0001579812,0.0000539021,0.0003206985],"genre_scores_gemma":[0.9946935,0.003650439,0.0004861044,0.0002754422,0.00007071985,0.00004319484,0.0002316183,0.00003737958,0.0005115917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313011,"threshold_uncertainty_score":0.734831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596452689460486,"score_gpt":0.2721281888299698,"score_spread":0.2561636619353649,"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."}}