{"id":"W4384343124","doi":"10.1007/s12020-023-03442-3","title":"A novel primary osteoporosis screening tool (POST) for adults aged 50 years and over","year":2023,"lang":"en","type":"article","venue":"Endocrine","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nexen (Canada)","funders":"Natural Science Foundation of Gansu Province; National Natural Science Foundation of China","keywords":"Osteoporosis; Medicine; Receiver operating characteristic; Youden's J statistic; Cohort; Cohort study; Physical therapy; Bone mineral; National Health and Nutrition Examination Survey; Internal medicine; Area under the curve; Population; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006371007,0.0005287311,0.0008004877,0.001514331,0.0003962772,0.0007701952,0.0005098383,0.000886973,0.006445134],"category_scores_gemma":[0.004182311,0.0002590041,0.0007155594,0.0009154376,0.0001015897,0.0006611046,0.0007544147,0.0007209954,0.00152361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942361,"about_ca_system_score_gemma":0.001071979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393776,"about_ca_topic_score_gemma":0.01379371,"domain_scores_codex":[0.999468,0.00009296087,0.00009798597,0.00008252757,0.0001943478,0.00006423724],"domain_scores_gemma":[0.9983296,0.0005671917,0.0004759635,0.00004059595,0.0003788801,0.0002078167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003023221,0.001388576,0.7257919,0.0007337112,0.0002827166,0.0003700257,0.0001665666,0.0002432384,0.001010614,0.0005023013,0.04067344,0.2258137],"study_design_scores_gemma":[0.0006074882,0.001714069,0.9747587,0.0002141486,0.0004537562,0.001468868,0.0002327913,0.00180471,0.0009251423,0.0005475031,0.01722041,0.00005239856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001305,0.004812303,0.003493825,0.005094542,0.001086935,0.0019343,0.0474285,0.000907696,0.0351113],"genre_scores_gemma":[0.9344016,0.002270446,0.02421336,0.002832207,0.0006759369,0.0018491,0.01870463,0.00004668566,0.01500605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006445134,"threshold_uncertainty_score":0.02156115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266536975345166,"score_gpt":0.3265022010984145,"score_spread":0.2938368313449629,"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."}}