{"id":"W2014177587","doi":"10.1002/jbmr.230","title":"The evolution of fracture risk estimation","year":2010,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"FRAX; Medicine; Osteoporosis; Hip fracture; Bone mineral; Risk assessment; Femoral neck; Bone density; Fracture (geology); Physical therapy; Internal medicine; Osteoporotic fracture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0206624,0.001867578,0.002052785,0.004325937,0.0005708614,0.00564562,0.00497924,0.002738101,0.003105934],"category_scores_gemma":[0.07656536,0.001339003,0.001409832,0.003353391,0.002087986,0.004364642,0.003378046,0.005650194,0.001415817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436178,"about_ca_system_score_gemma":0.00207167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007933583,"about_ca_topic_score_gemma":0.002846078,"domain_scores_codex":[0.9858088,0.007020216,0.0007497584,0.002686461,0.003461811,0.0002728579],"domain_scores_gemma":[0.9635672,0.02629227,0.001398455,0.002625787,0.005569316,0.0005469615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002119607,0.0001857867,0.01948329,0.0005714113,0.0005244833,0.000240066,0.0002620323,0.1152747,0.0003989507,0.1748828,0.01735589,0.6706086],"study_design_scores_gemma":[0.0000688779,0.0002217537,0.005931526,0.001114348,0.0001954872,0.001140423,0.000247264,0.5930619,0.001064,0.3152843,0.08146103,0.0002091475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.009466998,0.04091744,0.9257951,0.009825639,0.0009545213,0.0001687161,0.000464988,0.0005001159,0.01190654],"genre_scores_gemma":[0.2764563,0.03900786,0.6670285,0.002515449,0.004439483,0.0003527579,0.001411946,0.000454548,0.008333221],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0206624,"threshold_uncertainty_score":0.1092746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861815351163779,"score_gpt":0.4019784426529853,"score_spread":0.3733602891413476,"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."}}