{"id":"W2131342734","doi":"10.1136/ebm.2011.000013","title":"Older women who use bisphosphonate for longer than 5 years may have increased odds of a subtrochanteric or femoral shaft fracture, but absolute risk is low","year":2011,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoporosis; Web of science; Bisphosphonate; Surgery; Gynecology; Internal medicine; Meta-analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003536318,0.0009320653,0.002178653,0.001438804,0.001005019,0.001462724,0.003163769,0.01049242,0.0154128],"category_scores_gemma":[0.03428322,0.0005943562,0.001578889,0.001572396,0.001077235,0.001994059,0.0004802567,0.008704444,0.008024468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578693,"about_ca_system_score_gemma":0.002422847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03280112,"about_ca_topic_score_gemma":0.03808739,"domain_scores_codex":[0.9973938,0.0007188449,0.0003422075,0.0004328341,0.0009489169,0.0001633626],"domain_scores_gemma":[0.9797699,0.01062876,0.001326361,0.0003031779,0.007369886,0.0006017876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003453581,0.00001386986,0.001569542,0.001488996,0.0001224915,0.0001945101,0.00008153199,0.00003280134,0.0001072567,0.0006534081,0.9817695,0.0136206],"study_design_scores_gemma":[0.001418298,0.0004360896,0.0390542,0.01750658,0.001590596,0.00163032,0.0009660769,0.0009457556,0.0007683786,0.007113036,0.9280715,0.0004992659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001662646,0.05445051,0.0005757432,0.7444646,0.1848882,0.0001021392,0.003801348,0.0001658637,0.009889017],"genre_scores_gemma":[0.024194,0.05719026,0.000718613,0.5540161,0.3432218,0.0002185497,0.001328384,0.0001290418,0.01898335],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03280112,"threshold_uncertainty_score":0.06522042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839805015196584,"score_gpt":0.3456652572770419,"score_spread":0.2616847557573835,"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."}}