{"id":"W4385841232","doi":"10.46747/cfp.6908537","title":"Screening for primary prevention of fragility fractures","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute in Oncology and Hematology; CancerCare Manitoba; University of Alberta Hospital; University of Toronto; Public Health Ontario; University of Calgary; McGill University; University of Alberta; McGill University Health Centre","funders":"","keywords":"Fragility; Fragility fracture; Medicine; Wrist; Hip fracture; Osteoporosis; Surgery; Internal medicine; Bone mineral","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001396342,0.000113375,0.0002627084,0.0002178501,0.00009434998,0.000008522677,0.000081431,0.00009416871,0.000005291089],"category_scores_gemma":[0.00003225373,0.0001094111,0.0001636242,0.0003083716,0.00005250259,0.00006390335,0.000009715254,0.0001226632,0.00002053397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007848417,"about_ca_system_score_gemma":0.0003841492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855904,"about_ca_topic_score_gemma":0.001820785,"domain_scores_codex":[0.9991386,0.00001806462,0.0001801222,0.0001979195,0.0001476476,0.0003176795],"domain_scores_gemma":[0.9992858,0.00006029275,0.00006491844,0.0002532681,0.00008048647,0.0002552002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002723928,0.0001232126,0.006259743,0.0007081193,0.0003198193,0.00004594406,0.0006082043,0.0001681218,0.04168236,0.0008211096,0.1421652,0.8068258],"study_design_scores_gemma":[0.000706241,0.0001730285,0.843143,0.0001511838,0.00009095331,3.535283e-7,0.0004084622,0.0001804554,0.003422098,0.001939709,0.1496294,0.0001551232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069331,0.000529001,0.002378718,0.001140236,0.0003125035,0.001207598,0.0003208625,0.0001477099,0.08703025],"genre_scores_gemma":[0.9704164,0.000008256635,0.0006609471,0.02738896,0.0003250374,0.00003504789,0.000460053,0.00002888998,0.0006764546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8368832,"threshold_uncertainty_score":0.4461657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093983756272882,"score_gpt":0.2981511054835058,"score_spread":0.267211267920777,"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."}}