{"id":"W1773693351","doi":"10.1371/journal.pone.0124446","title":"Diabetic Foot Complications and Their Risk Factors from a Large Retrospective Cohort Study","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":450,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"King Abdulaziz City for Science and Technology; King Faisal Specialist Hospital and Research Centre","keywords":"Medicine; Diabetes mellitus; Odds ratio; Internal medicine; Diabetic foot; Gangrene; Type 2 diabetes; Cohort; Nephropathy; Retrospective cohort study; Surgery; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002639788,0.0001501535,0.0004000792,0.00007296918,0.00007732928,0.00003350331,0.00007895891,0.00003334726,0.00006268988],"category_scores_gemma":[0.0001279075,0.0001157717,0.00003172353,0.000128175,0.00004322768,0.00005446954,0.0001214478,0.0001532314,0.00003644876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109806,"about_ca_system_score_gemma":0.00002515532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196674,"about_ca_topic_score_gemma":0.00007289887,"domain_scores_codex":[0.9988778,0.00005951737,0.0001714466,0.00032783,0.0003609089,0.0002024906],"domain_scores_gemma":[0.9990981,0.00006681281,0.00007703368,0.0004260056,0.0001383613,0.0001937068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001404663,0.007070992,0.9890211,0.00001054324,0.001383515,0.000001412333,0.001710022,9.654993e-8,0.0001375682,0.0001339961,0.000426771,0.00008991232],"study_design_scores_gemma":[0.001798829,0.000874378,0.991461,0.00004260854,0.0009674361,6.304514e-8,0.002898971,0.0002918829,0.000334008,0.001043008,0.0001688991,0.0001189322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875678,0.00009866141,0.0001554104,0.0003864842,0.00003784434,0.001700761,0.00009757171,0.0001058592,0.009849544],"genre_scores_gemma":[0.998813,0.00002601999,0.0003644641,0.000104722,0.00005007466,0.0001608269,0.000101163,0.00002163565,0.0003580338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112452,"threshold_uncertainty_score":0.4721032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05039669731033899,"score_gpt":0.2706375983427411,"score_spread":0.2202409010324022,"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."}}