{"id":"W7118415036","doi":"10.36000/hbt.2025.19.001","title":"Advancements in Osteoporosis Diagnosis, Treatment and Fracture Management","year":2025,"lang":"fr","type":"article","venue":"healthbook TIMES Das Schweizer Ärztejournal Journal Des Médecins Suisses","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Teriparatide; Scoliosis; Complication; Orthopedic surgery; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001339727,0.001009187,0.001631868,0.001481444,0.001205149,0.0005576112,0.0004241054,0.0004143697,0.003339199],"category_scores_gemma":[0.000214573,0.0008484939,0.0004226287,0.0008759027,0.0007103308,0.001035081,0.0002269601,0.00173821,0.0001714716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869484,"about_ca_system_score_gemma":0.001183052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601204,"about_ca_topic_score_gemma":0.0003244921,"domain_scores_codex":[0.993603,0.0006301933,0.002122922,0.0008083994,0.0007802122,0.002055284],"domain_scores_gemma":[0.9964306,0.0005610193,0.0007149125,0.0005832972,0.0003408575,0.001369288],"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":[0.001784892,0.002844304,0.4674389,0.002068716,0.001562467,0.00427107,0.001862916,0.0002482545,0.00005557054,0.002466325,0.02803565,0.4873609],"study_design_scores_gemma":[0.01213613,0.001980224,0.2481256,0.01761416,0.001362284,0.003536727,0.003773864,0.00005929619,0.0008012167,0.008358105,0.701562,0.0006903327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2352058,0.7206007,0.0009357369,0.02573164,0.003468975,0.001442656,0.00007222917,0.00005791355,0.01248436],"genre_scores_gemma":[0.2046344,0.7044308,0.008172885,0.007129448,0.001368274,0.0001193548,0.00002461196,0.0001055568,0.07401479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6735264,"threshold_uncertainty_score":0.9993966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469164497882193,"score_gpt":0.3523473921451153,"score_spread":0.3376557471662934,"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."}}