{"id":"W2040081277","doi":"10.1136/bmj.f4118","title":"Excess mortality associated with diabetes is falling, study shows","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Excess mortality; Diabetes mellitus; Demography; Medicine; Mortality rate; Population; Gerontology; Environmental health; Internal medicine","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":[0.001889016,0.000258406,0.0004074263,0.001523758,0.0008063649,0.00147442,0.000469618,0.0006845118,0.003795168],"category_scores_gemma":[0.01441363,0.0002360577,0.0008533888,0.003328952,0.0002898948,0.000989115,0.0008232943,0.001244885,0.001059252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327716,"about_ca_system_score_gemma":0.002971577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1505403,"about_ca_topic_score_gemma":0.2664297,"domain_scores_codex":[0.9984077,0.0002091925,0.0002146963,0.0001759836,0.0008681655,0.0001243462],"domain_scores_gemma":[0.9929001,0.0007305127,0.002441388,0.0004381651,0.002448474,0.001041397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000655706,0.00009560106,0.7791208,0.000500889,0.0006266222,0.00006118923,0.0002879899,0.0000434604,0.0001230475,0.0006728795,0.1349183,0.0828936],"study_design_scores_gemma":[0.00007863733,0.00008563806,0.9751872,0.0002002638,0.0003842221,0.0001534035,0.0001724456,0.00004236211,0.00008368514,0.0002367106,0.02336362,0.00001194719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5328433,0.04841314,0.001344639,0.07163833,0.005125469,0.000341382,0.2319454,0.0004055515,0.1079427],"genre_scores_gemma":[0.9020047,0.01841899,0.002295432,0.01441511,0.00339462,0.0002584638,0.04724681,0.00007537953,0.01189033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505403,"threshold_uncertainty_score":0.2993281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858106597914295,"score_gpt":0.3550136236924183,"score_spread":0.3064325577132753,"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."}}