{"id":"W6906427744","doi":"10.17605/osf.io/2ay7g","title":"RNAO Diabetic Foot Ulcer BPG - scoping review","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetic foot; Guideline; Diabetes mellitus; Diabetic foot ulcer; Health care; Foot (prosody); MEDLINE; Risk assessment","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001620483,0.0004039968,0.0009593153,0.0004490622,0.0001008538,0.0007693291,0.002102232,0.0002205862,0.01874739],"category_scores_gemma":[0.0004423682,0.0003189085,0.0001484837,0.001798379,0.0005566091,0.0001799137,0.001930701,0.0006253556,0.005621803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573769,"about_ca_system_score_gemma":0.000835011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007326054,"about_ca_topic_score_gemma":0.00001986535,"domain_scores_codex":[0.9964337,0.0000371666,0.0004262875,0.001203964,0.001193652,0.0007051881],"domain_scores_gemma":[0.9976115,0.00005041857,0.0002151871,0.001718774,0.00006823521,0.0003358812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003063938,0.00007524728,0.00005042382,0.01517201,0.00008291892,0.00005421887,0.00003235093,7.585985e-8,0.000007283062,0.006861924,0.9576374,0.02002307],"study_design_scores_gemma":[0.0001374503,0.0001012659,0.00004050776,0.3958031,0.0004030618,0.000003764356,0.00002105236,0.000004620909,0.00001880964,0.001657563,0.6014858,0.0003229417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003306212,0.05780947,0.0003720194,0.005326907,0.002358593,0.004716262,0.000006325717,0.0001959939,0.9292111],"genre_scores_gemma":[0.0002192984,0.01536796,0.0174803,0.008972752,0.0005604875,0.0004454018,0.000015488,0.0004414415,0.9564969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3806311,"threshold_uncertainty_score":0.9999263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843772468909134,"score_gpt":0.4089057076650059,"score_spread":0.3704679829759145,"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."}}