{"id":"W2002176447","doi":"10.1016/j.jocd.2007.01.005","title":"Standards and Guidelines for Technologists Performing Central Dual-Energy X-Ray Absorptiometry","year":2007,"lang":"en","type":"review","venue":"Journal of Clinical Densitometry","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital; HalTech; University of Manitoba; University of British Columbia; McMaster University; Women's College Hospital; Osteoporosis Canada; University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Bone mineral; Quantitative computed tomography; Diabetes mellitus; Cortical bone; Femoral neck; Internal medicine; Type 2 diabetes; Osteoporosis; Endocrinology; Anatomy","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01321517,0.0004879945,0.005349393,0.002562371,0.0001376115,0.00006781777,0.0002730905,0.00180896,0.00004368147],"category_scores_gemma":[0.03703456,0.0003196645,0.001830389,0.00153744,0.0003761407,0.0001227166,0.0001717573,0.002610682,0.000004196314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435842,"about_ca_system_score_gemma":0.003627717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008098134,"about_ca_topic_score_gemma":0.000004664153,"domain_scores_codex":[0.9903417,0.0001997774,0.006188771,0.0004922847,0.001848863,0.0009285604],"domain_scores_gemma":[0.9872506,0.003605211,0.002613086,0.0004828595,0.004712668,0.001335626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005579402,0.0001924497,0.000952178,0.0139013,0.0004109026,0.000406505,0.00000251352,1.001486e-7,0.000001504698,0.00002826023,0.01960786,0.9639385],"study_design_scores_gemma":[0.002160201,0.002388788,0.001114011,0.0176592,0.001186224,0.002719886,0.00004562437,0.00002283315,0.000005511459,0.00003644985,0.9723938,0.0002675338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001533609,0.9933739,0.001639641,0.0007237967,0.001919232,0.0005734708,0.0000849172,0.00003128888,0.000120142],"genre_scores_gemma":[0.0003387427,0.9789383,0.01410345,0.0006919736,0.005290767,0.000007914525,0.00002337133,0.00008802176,0.0005174552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.963671,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3363885252009394,"score_gpt":0.593716795545638,"score_spread":0.2573282703446986,"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."}}