{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305975,0.0001477172,0.0003230528,0.0002245706,0.0001225105,0.00002706782,0.00007171947,0.00005552323,0.0001280319],"category_scores_gemma":[0.0003848964,0.0001377334,0.00009180362,0.0003289152,0.00005934632,0.00009704121,0.0001320117,0.0002455269,0.00004379001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004768909,"about_ca_system_score_gemma":0.0001240616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003385484,"about_ca_topic_score_gemma":0.00006988543,"domain_scores_codex":[0.998314,0.00001952135,0.000293001,0.0003632582,0.000376372,0.0006338932],"domain_scores_gemma":[0.9990243,0.0002757922,0.0000517205,0.0002755503,0.0000895688,0.000283088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01140779,0.0005972767,0.08076774,0.005500044,0.0002401582,0.0005380766,0.002835068,0.000005948135,0.3554046,0.0001935107,0.08592627,0.4565836],"study_design_scores_gemma":[0.01021951,0.0008138862,0.9388317,0.0002477502,0.00003922038,0.0001127972,0.0003488433,0.0003188999,0.001859401,0.0000153706,0.04701057,0.0001819965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952261,0.0003579711,0.0001447097,0.002262721,0.0001105691,0.001227363,0.0001452476,0.0001842433,0.0003410065],"genre_scores_gemma":[0.9743533,0.0004560678,0.01221777,0.003256952,0.0004615263,0.0003637709,0.0006389585,0.0000912643,0.008160462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.858064,"threshold_uncertainty_score":0.5616606,"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."}}