{"id":"W6945817294","doi":"10.26181/26378908","title":"Effectiveness of fracture liaison service in reducing the risk of secondary fragility fractures in adults aged 50 and older: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"La Trobe University","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragility; Certainty; Fragility fracture; Randomized controlled trial; Cohort; Intervention (counseling); Cohort study; Cochrane Library","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000917236,0.00008931774,0.0005794856,0.00005277485,0.00003789511,0.000008354747,0.0001087478,0.00005448894,0.002188948],"category_scores_gemma":[0.00005090353,0.00005875163,0.0001386858,0.0006300766,0.00008619684,0.000111207,0.000101286,0.0001821111,0.000001560109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113932,"about_ca_system_score_gemma":0.00000478323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005813733,"about_ca_topic_score_gemma":0.004571442,"domain_scores_codex":[0.9987217,0.0007343431,0.0001508414,0.0002084194,0.0001099363,0.0000747688],"domain_scores_gemma":[0.999241,0.0004463398,0.00009909549,0.0001804435,0.0000081461,0.00002498229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000453173,0.0005929118,0.2199873,0.7258368,0.02429631,0.0001081994,0.02461117,0.001842326,0.001240693,0.0004833122,0.0003853734,0.0001624891],"study_design_scores_gemma":[0.0002077981,0.00001187752,0.9688975,0.001319756,0.02733865,0.000001584274,0.001812377,0.0001360041,0.000137557,0.00002467823,0.00004266201,0.00006951932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983782,0.01479531,0.00004748743,0.0002573298,0.000004846019,0.0004618008,0.0001695896,0.000007464191,0.0004741976],"genre_scores_gemma":[0.9983842,0.001506264,0.000008733487,0.00007095631,4.278707e-7,0.000002153361,0.00001043232,0.000002093687,0.0000147057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7489102,"threshold_uncertainty_score":0.9987232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009305570372601341,"score_gpt":0.2284473107530378,"score_spread":0.2191417403804365,"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."}}