{"id":"W2070474875","doi":"10.1016/j.jocd.2010.06.007","title":"Comparison of pQCT-Based Measures of Radial Bone Geometry and Apparent Trabecular Bone Structure Using Manufacturer and In-House-Developed Algorithms","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Densitometry","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Science and Engineering Research Board","keywords":"Cadaveric spasm; Bone mineral; Trab; Quantitative computed tomography; Medicine; Perimeter; Bone density; Nuclear medicine; Trabecular bone; Cortical bone; Image analysis; Biomedical engineering; Anatomy; Osteoporosis; Geometry; Image processing; Pathology; Mathematics; Image (mathematics); Digital image processing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002859286,0.0002057188,0.001966516,0.00101146,0.00004697444,0.00001832592,0.0001076265,0.0004525798,0.0000345895],"category_scores_gemma":[0.002847235,0.0001542182,0.0002227942,0.0005912139,0.0004181721,0.00008456532,0.00005829688,0.002048335,4.113282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003173127,"about_ca_system_score_gemma":0.0006659369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004184781,"about_ca_topic_score_gemma":0.00007216167,"domain_scores_codex":[0.9954376,0.0002290793,0.002601218,0.000254598,0.001137382,0.0003401004],"domain_scores_gemma":[0.9963943,0.0008977237,0.001168499,0.0002577495,0.0006246036,0.0006571375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003148901,0.0005876895,0.8788337,0.0005844769,0.0001215343,0.0001978716,0.0001064143,0.00002605897,0.08067562,0.000001633094,0.0001760328,0.03554003],"study_design_scores_gemma":[0.007031545,0.001006637,0.9401034,0.000330024,0.000176342,0.0004575377,0.0001776593,0.001344289,0.04879075,0.00003200365,0.0004086833,0.0001411792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952434,0.003259449,0.0002456691,0.0003834786,0.0005895312,0.0002541651,0.00001039252,0.000007250354,0.000006658013],"genre_scores_gemma":[0.9834691,0.0002453473,0.01565946,0.000200162,0.0003850345,4.12956e-7,0.000001894338,0.00003479021,0.000003810076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06126961,"threshold_uncertainty_score":0.8899109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348568250904723,"score_gpt":0.4633924426898458,"score_spread":0.3285356175993734,"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."}}