{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914002,0.00005590107,0.0001431899,0.0001192422,0.00006545531,0.00002058902,0.00005264843,0.00008927729,0.0004028746],"category_scores_gemma":[0.0002789146,0.00004575564,0.00005040189,0.0003107828,0.00003533938,0.00003958163,0.00003848052,0.0002097252,0.0002760715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005561068,"about_ca_system_score_gemma":0.0002589406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112567,"about_ca_topic_score_gemma":0.00001774981,"domain_scores_codex":[0.9992792,0.00002058944,0.0001442397,0.0001412996,0.0001759232,0.0002387339],"domain_scores_gemma":[0.999425,0.00005918048,0.00001463678,0.0002416529,0.0001133418,0.0001461816],"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":[0.0004872026,0.0001863253,0.08430042,0.000536478,0.00003227078,0.00004375099,0.0001583252,2.304883e-7,0.005191391,0.00295589,0.3280898,0.578018],"study_design_scores_gemma":[0.002881181,0.0001745186,0.4843751,0.0001442222,0.00002318659,0.00001290504,0.0001941077,0.0000783232,0.007601067,0.0003507274,0.5041058,0.00005886928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285591,0.001117291,0.00004832602,0.06511061,0.0002492504,0.0004381524,0.000004857167,0.0001070257,0.3043654],"genre_scores_gemma":[0.9489737,0.0001147866,0.0006642448,0.0109998,0.0001215921,0.00003270206,0.00001265857,0.000007551694,0.03907292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5779591,"threshold_uncertainty_score":0.4411194,"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."}}