{"id":"W4226323532","doi":"10.1007/978-3-030-91483-7_10","title":"FRAX","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Medical Research Council","keywords":"FRAX; Hip fracture; Medicine; Epidemiology; Population; Osteoporosis; Demography; Internal medicine; Osteoporotic fracture; Environmental health; Bone mineral","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003681496,0.001642565,0.0008259448,0.002585313,0.002126404,0.002937879,0.001177031,0.001604344,0.7547318],"category_scores_gemma":[0.001034405,0.000634409,0.0005187654,0.001296614,0.0005068765,0.002178919,0.002047696,0.002119746,0.6648596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006749636,"about_ca_system_score_gemma":0.0006531961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958786,"about_ca_topic_score_gemma":0.009011823,"domain_scores_codex":[0.9997479,0.000026001,0.000007503573,0.00006575015,0.0001189833,0.00003390407],"domain_scores_gemma":[0.9997453,0.00005920097,0.00001233164,0.00003685251,0.00008864357,0.0000576559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002430703,0.00003073875,0.00008675369,0.00007485101,0.000002332192,0.00008478107,0.00007730875,0.0001014504,0.000346683,0.01469617,0.7964226,0.188052],"study_design_scores_gemma":[0.000003024228,0.000006760825,0.00007458078,0.0000426001,0.000001062552,0.0001028344,0.00001866546,0.00003952778,0.00006726345,0.00132154,0.9983192,0.000002788506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001648749,0.001519397,0.001150808,0.0007048218,0.0006289504,0.00003583363,0.0004412743,0.0006595444,0.9946945],"genre_scores_gemma":[0.0002420993,0.0003858629,0.0003526891,0.0001657591,0.00005462569,0.00001154671,0.0001609346,0.00009403039,0.9985324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7547318,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978875077221288,"score_gpt":0.3407233681944346,"score_spread":0.2909346174222217,"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."}}