{"id":"W3023830406","doi":"10.1177/1708538120923420","title":"The economic burden of inpatient diabetic foot ulcers in Toronto, Canada","year":2020,"lang":"en","type":"article","venue":"Vascular","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital; Diabetes Canada; University of Toronto; McMaster University; St. Michael's Hospital","funders":"","keywords":"Medicine; Diabetic foot ulcer; Diabetic foot; Foot (prosody); Diabetes mellitus; Amputation; Emergency medicine; Cohort; Complication; Indirect costs; Internal medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001365423,0.00009038296,0.0002090329,0.0000139308,0.00002400969,0.000009227192,0.0001272737,0.00002084482,0.0002160731],"category_scores_gemma":[0.0000249775,0.00006786532,0.0000718832,0.00005264661,0.00003002805,0.00003060854,0.00006692106,0.00005762938,0.000006894423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992547,"about_ca_system_score_gemma":0.0003462665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.472162,"about_ca_topic_score_gemma":0.3927458,"domain_scores_codex":[0.9991719,0.00002747203,0.0002386085,0.0001565744,0.0002136712,0.0001917582],"domain_scores_gemma":[0.9995607,0.00003289853,0.00005052198,0.0002419685,0.0000165715,0.00009738235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008638464,0.0006724352,0.1912192,0.003706823,0.008304719,0.0003115329,0.01431904,0.02341066,0.003570242,0.04063898,0.2525299,0.4604526],"study_design_scores_gemma":[0.005405647,0.0009839429,0.1307199,0.0001663044,0.0004727178,7.352217e-7,0.007614216,0.01756327,0.002097015,0.0001244922,0.8344026,0.0004491347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685302,0.00158222,0.00002735739,0.005744888,0.0003133536,0.000658263,0.000003942968,0.00001692017,0.02312287],"genre_scores_gemma":[0.9990436,0.0002155338,0.00005725646,0.0004491054,0.00006829833,0.00002691116,0.000007578803,0.00001183519,0.0001198889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5818726,"threshold_uncertainty_score":0.618335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007729599637265415,"score_gpt":0.223904281395259,"score_spread":0.2161746817579936,"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."}}