{"id":"W4411786107","doi":"10.1001/jama.2025.6003","title":"Osteoporosis","year":2025,"lang":"en","type":"article","venue":"JAMA","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University","funders":"","keywords":"Medicine; Osteoporosis; FRAX; Teriparatide; Bone mineral; Hip fracture; Internal medicine; Rheumatoid arthritis; Bone density; Surgery; Osteoporotic fracture","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00119925,0.001002461,0.0008287063,0.001815602,0.001408051,0.003394895,0.001534563,0.002462705,0.3074259],"category_scores_gemma":[0.004815994,0.0003195943,0.0007096248,0.001493479,0.0007201689,0.001529217,0.00266272,0.002023109,0.2017822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074315,"about_ca_system_score_gemma":0.00370791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000061,"about_ca_topic_score_gemma":0.004266395,"domain_scores_codex":[0.9985483,0.0001925764,0.0001128727,0.0002192107,0.0007255879,0.0002013548],"domain_scores_gemma":[0.9979133,0.0002056356,0.0001484478,0.0001853483,0.001023157,0.0005241199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001782159,0.00008519227,0.00175687,0.000819151,0.00003073524,0.0004161936,0.0000844816,0.00003979808,0.0004129563,0.004987703,0.6728284,0.3183604],"study_design_scores_gemma":[0.00004944954,0.00003604956,0.001421182,0.0003767655,0.00001858875,0.0007288659,0.00005868119,0.00001890656,0.00009854128,0.002245715,0.994941,0.000006362543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003843102,0.034753,0.002217771,0.04627353,0.01898189,0.0005543079,0.01503512,0.002228983,0.8761123],"genre_scores_gemma":[0.06595113,0.05132987,0.006648309,0.04421811,0.0156712,0.0005771483,0.0266261,0.0008198944,0.7881582],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3074259,"threshold_uncertainty_score":0.987873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103318165161275,"score_gpt":0.3459405647856519,"score_spread":0.3249073831340391,"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."}}