{"id":"W1979065599","doi":"10.1001/jama.286.1.57","title":"Evaluation of Decision Rules for Referring Women for Bone Densitometry by Dual-Energy X-ray Absorptiometry","year":2001,"lang":"en","type":"article","venue":"JAMA","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Medical Research Council; Promotion and Mutual Aid Corporation for Private Schools of Japan; Medical Research Council Canada; American Society for Bone and Mineral Research; Eli Lilly Canada; Dairy Farmers of Canada; Procter and Gamble; Eli Lilly and Company","keywords":"Medicine; Osteoporosis; Femoral neck; Densitometry; Bone mineral; Dual-energy X-ray absorptiometry; Receiver operating characteristic; Incidence (geometry); Population; Postmenopausal women; Gynecology; Physical therapy; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003828984,0.0001159133,0.0003544412,0.0005241535,0.00009784922,0.00002135574,0.00006092247,0.000190486,0.0001467709],"category_scores_gemma":[0.003056563,0.0001014249,0.00009286963,0.0005118204,0.00003434741,0.0001091186,0.00003231307,0.0001080077,0.000009591598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692837,"about_ca_system_score_gemma":0.0002584877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006290956,"about_ca_topic_score_gemma":0.00001584298,"domain_scores_codex":[0.9976175,0.00006530229,0.0004551381,0.0002773414,0.001120017,0.0004647118],"domain_scores_gemma":[0.9973201,0.0005844323,0.0001341382,0.0002975749,0.001397266,0.0002665052],"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":[0.002999519,0.0003353289,0.002032334,0.0004010784,0.00006751826,0.000003784275,0.0001386398,0.00001680111,0.04989269,0.000108062,0.03205055,0.9119537],"study_design_scores_gemma":[0.08017803,0.008882158,0.276928,0.001192672,0.0007856515,0.0002173146,0.002679993,0.07000313,0.06050869,0.01121404,0.4864323,0.0009779745],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897284,0.002192383,0.005647071,0.0007862402,0.0001483688,0.0008532437,0.00005900041,0.00002679876,0.0005584894],"genre_scores_gemma":[0.9915303,0.000354294,0.005583958,0.0004611812,0.0003399694,0.00045056,0.0001654409,0.00003492628,0.001079367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9109757,"threshold_uncertainty_score":0.4135989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764981328321688,"score_gpt":0.3855515895817106,"score_spread":0.3279017762984937,"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."}}