{"id":"W2152158955","doi":"10.1007/s00198-012-2051-5","title":"Competing mortality and fracture risk assessment","year":2012,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Manitoba","funders":"","keywords":"Medicine; Hip fracture; FRAX; Femoral neck; Proportional hazards model; Mortality rate; Nonparametric statistics; Demography; Fracture (geology); Internal medicine; Statistics; Osteoporosis; Bone mineral; Osteoporotic fracture; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007996305,0.0001338499,0.0002110342,0.0001007171,0.0001531203,0.00004786153,0.0000883595,0.0001039073,0.001322243],"category_scores_gemma":[0.0002534432,0.0001133507,0.00006971055,0.00008165427,0.00008029191,0.0002318926,0.0001016891,0.0004603988,0.00005423552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701898,"about_ca_system_score_gemma":0.0001057044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003643967,"about_ca_topic_score_gemma":0.00003200136,"domain_scores_codex":[0.9983658,0.00007446866,0.0003012936,0.000220695,0.0006611214,0.0003766629],"domain_scores_gemma":[0.9989104,0.0001452806,0.0001349138,0.0002071334,0.0001837944,0.0004185043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000372344,0.0001952879,0.9911445,0.000044047,0.00006446154,0.000003217241,0.0003304531,0.000001145072,0.0006111328,0.0002604577,0.001663778,0.005644227],"study_design_scores_gemma":[0.0009291522,0.00008373839,0.9597059,0.00004684976,0.00004695963,0.0000693177,0.0004379248,0.0003218077,0.0004847196,0.00005049467,0.03772195,0.0001011474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967168,0.0004270289,0.000134702,0.003527399,0.0005157301,0.0002717338,0.00004499443,0.00005074358,0.02785968],"genre_scores_gemma":[0.9927963,0.000304053,0.003819313,0.001817988,0.0006643902,0.00003299368,0.0001273374,0.00001825626,0.0004193536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03605818,"threshold_uncertainty_score":0.9995907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072245007206848,"score_gpt":0.3975551189879366,"score_spread":0.3568326689158681,"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."}}