{"id":"W751603503","doi":"10.1371/journal.pone.0125578","title":"Tool for Rapid & Easy Identification of High Risk Diabetic Foot: Validation & Clinical Pilot of the Simplified 60 Second Diabetic Foot Screening Tool","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Government of Canada","keywords":"Diabetic foot; Medicine; Foot (prosody); Diabetes mellitus; Foot deformity; Amputation; Diabetic foot ulcer; Ankle; Physical therapy; Deformity; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002629838,0.0002358253,0.0007322231,0.0001610368,0.00008522581,0.00004225136,0.0003148114,0.0001171553,0.0002289201],"category_scores_gemma":[0.0020608,0.0001956425,0.0002347232,0.0003207749,0.0001802754,0.000120191,0.0001725469,0.0002305263,0.00003957594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006996224,"about_ca_system_score_gemma":0.000135345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002986362,"about_ca_topic_score_gemma":0.00001540066,"domain_scores_codex":[0.9966323,0.0002795514,0.00139756,0.0004611088,0.0008746003,0.0003549054],"domain_scores_gemma":[0.996599,0.0005815572,0.0009328555,0.001110026,0.0006393727,0.0001371711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004813501,0.0352408,0.6697842,0.01518937,0.01266242,0.000002862788,0.002213246,0.0003184279,0.1297275,0.008176814,0.02372745,0.09814339],"study_design_scores_gemma":[0.01263576,0.003046944,0.8643935,0.001585916,0.006009949,7.265064e-7,0.0001997031,0.001120923,0.1014174,0.005270305,0.003684414,0.0006344615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859061,0.0001264003,0.00944921,0.0005924578,0.0003715477,0.002684158,0.0001038294,0.00005997263,0.0007063419],"genre_scores_gemma":[0.986767,0.00003649497,0.008075066,0.0001606928,0.0002571846,0.0003076053,0.0002691638,0.00005107553,0.004075701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1946093,"threshold_uncertainty_score":0.7978071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390563861472424,"score_gpt":0.326703991548765,"score_spread":0.1876476054015226,"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."}}