{"id":"W2087477210","doi":"10.3810/hp.2014.10.1148","title":"Management of Hospitalized Patients with Diabetic Foot Infections","year":2014,"lang":"en","type":"article","venue":"Hospital Practice","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Juravinski Hospital; Hamilton Health Sciences","funders":"","keywords":"Medicine; Psychosocial; Diabetic foot; Intensive care medicine; Amputation; Patient education; Diabetes mellitus; Surgery; Nursing","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":[0.0002573093,0.0001767965,0.0002732856,0.0001029321,0.00005867625,0.00003083837,0.00009438831,0.00004104611,0.0001062754],"category_scores_gemma":[0.000126523,0.0001430874,0.00007302755,0.0002910417,0.00008142996,0.0003439724,0.00009801199,0.0001239366,0.00007072733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005058375,"about_ca_system_score_gemma":0.00001696795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002052609,"about_ca_topic_score_gemma":5.79294e-7,"domain_scores_codex":[0.998636,0.00005272044,0.000267283,0.0002819615,0.0005073042,0.0002547322],"domain_scores_gemma":[0.9988425,0.0001095605,0.0002279508,0.0004482696,0.000257955,0.0001137659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009163217,0.02144366,0.825633,0.001935794,0.004170928,0.00007476928,0.0005980734,0.00005390232,0.00002045803,0.06433247,0.007661019,0.07315955],"study_design_scores_gemma":[0.006235062,0.006867419,0.9132129,0.0002598945,0.001659687,0.000001572304,0.0003371593,0.00006212951,0.00008760031,0.0002853917,0.07069343,0.000297746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844771,0.00002816411,0.002117908,0.001618594,0.0003136859,0.001073728,0.000002312789,0.00008630777,0.2102822],"genre_scores_gemma":[0.9920379,0.00003484539,0.006485133,0.000233674,0.00003692687,0.00005268225,0.00003392659,0.00003151967,0.001053402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092288,"threshold_uncertainty_score":0.5834936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004509972604350663,"score_gpt":0.2512419788960245,"score_spread":0.2467320062916739,"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."}}