{"id":"W6938834295","doi":"10.60692/e49bc-k5893","title":"Prevalence and risk factors of lower extremity disease in high risk groups in Malawi: a stratified cross-sectional study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Medical Research Council","keywords":"Arterial disease; Amputation; Intermittent claudication; Claudication; Disease; Ankle; Risk factor; Residence; Lower limb amputation","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":[0.0005984939,0.0003265516,0.0003688114,0.0006929563,0.0007510125,0.0006509998,0.0003470469,0.0004318389,0.001059394],"category_scores_gemma":[0.001313029,0.0005735551,0.0003750137,0.000833357,0.0004096653,0.0006291413,0.0007421139,0.000512231,0.0002363644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730558,"about_ca_system_score_gemma":0.0003709226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008763,"about_ca_topic_score_gemma":0.02926172,"domain_scores_codex":[0.999495,0.0001670039,0.00005560406,0.0000865887,0.00007954545,0.0001161649],"domain_scores_gemma":[0.9993594,0.000065918,0.000295997,0.0000492324,0.00009167898,0.0001376791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002453549,0.0000415631,0.9989201,0.00001084741,0.00003340217,0.00005206925,0.0003181395,0.000009630216,0.0001564651,0.000005961203,0.00005769771,0.0003695656],"study_design_scores_gemma":[0.000003183608,0.00005979403,0.9993041,0.00001062664,0.00001321198,0.000109261,0.0003278195,0.00005961706,0.00001886722,0.000005280774,0.0000860544,0.000002204796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999241,0.0001718435,0.00005750115,0.00003239083,0.000002904579,0.00003337157,0.000285978,0.000001940873,0.0001731245],"genre_scores_gemma":[0.9993964,0.0001116898,0.00008457147,0.00004211114,0.000004779138,0.00002657672,0.0002198178,8.130312e-7,0.0001131922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008763,"threshold_uncertainty_score":0.03994143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501028777903241,"score_gpt":0.2418302865204167,"score_spread":0.2168199987413843,"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."}}