{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008121905,0.0003732024,0.0008017241,0.002544193,0.001057158,0.000565172,0.0005489151,0.0009288763,0.008835421],"category_scores_gemma":[0.003682537,0.0002237903,0.0006734449,0.00143559,0.0001758562,0.0002805227,0.000408226,0.0009892272,0.0008826526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983175,"about_ca_system_score_gemma":0.00474765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1956964,"about_ca_topic_score_gemma":0.2134058,"domain_scores_codex":[0.9988376,0.0001470843,0.00006333183,0.00009977616,0.0005745866,0.0002775435],"domain_scores_gemma":[0.9985922,0.000164912,0.0002012381,0.00003614247,0.0005926107,0.0004129909],"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":[0.0003753217,0.002220768,0.3796702,0.002165106,0.0003639482,0.0008279285,0.0003828629,0.0002391826,0.00118431,0.001209055,0.1779698,0.4333915],"study_design_scores_gemma":[0.0002619328,0.0007475789,0.9436762,0.003828891,0.0004688546,0.001592981,0.0003229379,0.0007155797,0.0006142805,0.0007423005,0.04698536,0.00004301158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4135145,0.1757343,0.007421043,0.06410781,0.006082469,0.006454124,0.02876063,0.001396855,0.2965283],"genre_scores_gemma":[0.8774529,0.06696022,0.01009498,0.01594387,0.002249103,0.001889508,0.005657513,0.00004040755,0.0197115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956964,"threshold_uncertainty_score":0.3891146,"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."}}