{"id":"W2582631007","doi":"10.1177/1932296816689105","title":"Smarter Sole Survival: Will Neuropathic Patients at High Risk for Ulceration Use a Smart Insole-Based Foot Protection System?","year":2017,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Flinn Foundation","keywords":"Medicine; Diabetes mellitus; Diabetic foot; Foot (prosody); Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382943,0.0001257482,0.0003010266,0.0005721634,0.0006660589,0.000193976,0.0002352164,0.00009461951,0.000001915839],"category_scores_gemma":[0.001114941,0.00009599572,0.00005570145,0.0002195352,0.0004932624,0.0006396216,0.0001256715,0.0001875824,0.000001603362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715292,"about_ca_system_score_gemma":0.0001324193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001521613,"about_ca_topic_score_gemma":0.00001638621,"domain_scores_codex":[0.9986371,0.00003598988,0.0003377377,0.0002427774,0.000447201,0.0002991679],"domain_scores_gemma":[0.9979017,0.00004628273,0.0006989249,0.0003638619,0.0008949487,0.00009425345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000799554,0.0001982737,0.9602081,0.0001808168,0.00004660742,0.000003957301,0.00001679862,0.000003619349,0.01045992,0.0006366886,0.0001609426,0.02800432],"study_design_scores_gemma":[0.005573136,0.006053222,0.9511017,0.000403731,0.0003568658,0.000004706111,0.00006181846,0.006948453,0.023607,0.0006182113,0.005059674,0.0002115183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994603,0.00001836468,0.001122029,0.002636638,0.0008047728,0.0006972363,0.000005190612,0.0000386859,0.0000741145],"genre_scores_gemma":[0.9988866,0.000009366235,0.0008278342,0.00008912786,0.0000553141,0.00004311766,0.000001749017,0.00001201157,0.00007487967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0277928,"threshold_uncertainty_score":0.5122854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169182022303835,"score_gpt":0.2498295597060794,"score_spread":0.2329113574756959,"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."}}