{"id":"W3035384952","doi":"10.2337/db20-606-p","title":"606-P: Artificial Neuronal Network Model for Three-Month Prognosis in Diabetic Foot Syndrome","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic foot; Distributed File System; Amputation; Foot (prosody); Internal medicine; Erythrocyte sedimentation rate; Surgery; Diabetes mellitus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007029484,0.0006148952,0.0006065606,0.0006225259,0.0003212665,0.0007362517,0.0006355488,0.00105552,0.004199361],"category_scores_gemma":[0.002060096,0.0002058908,0.0004968013,0.000366087,0.0002195117,0.0003242349,0.0004250318,0.0006941491,0.0003939511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007592037,"about_ca_system_score_gemma":0.0006836786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01718024,"about_ca_topic_score_gemma":0.008021406,"domain_scores_codex":[0.9998221,0.00006728894,0.00001266289,0.00003810653,0.00002449912,0.00003535795],"domain_scores_gemma":[0.9994743,0.0002964633,0.00004350866,0.00001380005,0.0001442209,0.00002776403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002896013,0.0001210369,0.008760325,0.00006972054,0.00009319279,0.0002236065,0.00003346683,0.9573814,0.0004530669,0.0008162796,0.001425361,0.03033298],"study_design_scores_gemma":[0.000006347796,0.00003221049,0.0006119707,0.000006628748,0.00001036568,0.00001587103,0.000004725066,0.9988911,0.00005118727,0.0002863258,0.00008005658,0.00000336776],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5953214,0.002611514,0.3785457,0.002113551,0.0006541315,0.0002995644,0.001646316,0.001431343,0.01737654],"genre_scores_gemma":[0.9863594,0.0002588589,0.009687658,0.00006262933,0.00004454799,0.0001697269,0.0003679639,0.00001505596,0.003034079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01718024,"threshold_uncertainty_score":0.03416049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918712913813065,"score_gpt":0.26648695141825,"score_spread":0.2272998222801194,"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."}}