{"id":"W2342333898","doi":"10.1002/dmrr.2784","title":"Diabetic foot risk assessment","year":2016,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Amputation; Diabetic foot; Risk assessment; Foot (prosody); Diabetes mellitus; Diabetic foot ulcer; Intensive care medicine; Physical therapy; Surgery; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00263639,0.001028566,0.001167479,0.003970752,0.0007526969,0.001939996,0.0011161,0.0008954185,0.02064531],"category_scores_gemma":[0.01283835,0.0002071737,0.001815808,0.002415088,0.000226197,0.001079008,0.001401987,0.002337877,0.005539329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000523,"about_ca_system_score_gemma":0.001327838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004938705,"about_ca_topic_score_gemma":0.005630522,"domain_scores_codex":[0.9972249,0.0006212828,0.0004244436,0.0001875358,0.001340832,0.0002010392],"domain_scores_gemma":[0.9945441,0.001089248,0.00108804,0.000228559,0.002676175,0.000373812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008741142,0.0004175415,0.09350815,0.002165083,0.0004712599,0.0006271529,0.0003093417,0.0006499034,0.0003965826,0.00609388,0.1511053,0.7433817],"study_design_scores_gemma":[0.0004066543,0.00127715,0.2417738,0.009748612,0.001640927,0.01240143,0.001027281,0.003052585,0.001609354,0.01573554,0.7110562,0.0002704403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09976944,0.1875224,0.05570156,0.02363919,0.005592738,0.007066136,0.04900796,0.003020927,0.5686796],"genre_scores_gemma":[0.562632,0.1208148,0.131593,0.01010835,0.003277093,0.004166068,0.03580374,0.0003854014,0.1312196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02064531,"threshold_uncertainty_score":0.06906545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069068486299892,"score_gpt":0.3882547708361952,"score_spread":0.3275640859731963,"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."}}