{"id":"W4401537369","doi":"10.1016/j.jocd.2024.101520","title":"Bone Mineral Density Monitoring in Contiguous versus Non-Contiguous Lumbar Vertebrae: The Manitoba BMD Registry","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Densitometry","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Bone mineral; Artifact (error); Lumbar vertebrae; Lumbar spine; Osteoporosis; Lumbar; Radiology; Internal medicine; Surgery","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004855683,0.0002581212,0.001304644,0.0005687675,0.0001142069,0.0001468761,0.0003286695,0.000467154,0.00003407846],"category_scores_gemma":[0.005365397,0.0001738143,0.0006930191,0.00106176,0.0002788568,0.0002216173,0.0001379444,0.003544353,0.0001138662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527783,"about_ca_system_score_gemma":0.001011037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237528,"about_ca_topic_score_gemma":0.000147342,"domain_scores_codex":[0.9949595,0.0003331034,0.002327479,0.0003915473,0.001323065,0.0006653119],"domain_scores_gemma":[0.9958162,0.0017311,0.000458948,0.0005834784,0.0006160997,0.0007941196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007773054,0.0007247843,0.814029,0.0008090439,0.0005408252,0.02544877,0.0001938326,0.000004946679,0.005691553,0.00002495628,0.03258958,0.1121696],"study_design_scores_gemma":[0.006150411,0.001446266,0.9833334,0.001081294,0.0002126885,0.002160647,0.0005913615,0.0003725124,0.0007202272,0.00003871592,0.003716072,0.0001763907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786052,0.006956285,0.0000354487,0.00401735,0.009479304,0.0003352595,0.000003147243,0.00003259553,0.0005354371],"genre_scores_gemma":[0.9902929,0.002480499,0.000580219,0.0004517819,0.005550419,0.000004127251,0.000002171052,0.00004532391,0.0005925521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693044,"threshold_uncertainty_score":0.9987545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0911692114412765,"score_gpt":0.4459922761449765,"score_spread":0.3548230647037,"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."}}