{"id":"W3011086182","doi":"10.1002/dmrr.3281","title":"Diagnosis of infection in the foot in diabetes: a systematic review","year":2020,"lang":"en","type":"review","venue":"Diabetes/Metabolism Research and Reviews","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; University of Manitoba; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Université de Lille; University of Washington","keywords":"Diabetic foot; Medicine; Osteomyelitis; Erythrocyte sedimentation rate; Amputation; Diabetes mellitus; Diabetic foot ulcer; Foot (prosody); Prospective cohort study; Intensive care medicine; Soft tissue; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01218098,0.0006519494,0.008664552,0.001166387,0.00006708183,0.00008645618,0.0005634149,0.0002471739,0.00007592577],"category_scores_gemma":[0.003450188,0.0003536726,0.0008637545,0.004055331,0.0002471868,0.0001304082,0.0003656655,0.001545457,0.0001293357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294375,"about_ca_system_score_gemma":0.0002131803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003545119,"about_ca_topic_score_gemma":0.00002251523,"domain_scores_codex":[0.9900425,0.004293387,0.002798424,0.0007872171,0.001134781,0.0009437054],"domain_scores_gemma":[0.9963639,0.00133689,0.0007260619,0.001164515,0.0001647111,0.0002439709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001359646,0.0002961906,0.0007727301,0.7757396,0.000160282,0.00001449284,0.00005809865,4.530622e-9,1.802692e-7,0.0001714346,0.003283052,0.2195026],"study_design_scores_gemma":[0.0002496571,0.0001534271,0.0002964106,0.4935534,0.001875158,0.000001231079,0.00001039537,0.000001889333,9.408165e-7,0.00004692161,0.5036395,0.0001711127],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002326987,0.9772813,4.025197e-7,0.0006995642,0.0001188202,0.02067764,0.00001704335,0.00001535652,0.0009571699],"genre_scores_gemma":[0.00005964135,0.983411,0.0000362441,0.0006285545,0.0001386001,0.01543002,0.0001015052,0.00005738327,0.0001370637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5003564,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119794143140703,"score_gpt":0.426048666130409,"score_spread":0.306254522989706,"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."}}