{"id":"W4366979519","doi":"10.56885/hrju7789","title":"Inlow’s 60-second Diabetic Foot Screen: Update 2022","year":2023,"lang":"en","type":"article","venue":"Limb Preservation Journal","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foot (prosody); Diabetic foot; Medicine; Diabetes mellitus; Usability; Foot care; Health care; Physical therapy; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008759434,0.0001626898,0.0002552041,0.0004514045,0.0001903498,0.0001681706,0.000233476,0.00006848546,0.004972931],"category_scores_gemma":[0.0001392742,0.0001451461,0.0001346544,0.000701005,0.00003950039,0.0005004167,0.0001788476,0.000392256,0.0005679892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007022415,"about_ca_system_score_gemma":0.00009502532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003169138,"about_ca_topic_score_gemma":0.000009349927,"domain_scores_codex":[0.9981614,0.00007588583,0.0004498969,0.0002270836,0.0006564035,0.0004293518],"domain_scores_gemma":[0.9989983,0.0000615246,0.0001717862,0.0003360313,0.0001782597,0.0002541122],"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":[0.0002236589,0.0003016513,0.06956428,0.0002322249,0.0005470052,0.0003227436,0.0003214405,0.0001436635,0.003307293,0.004324569,0.8925148,0.02819662],"study_design_scores_gemma":[0.00236797,0.0005401213,0.4913387,0.000111822,0.0001502471,0.0000314635,0.0002653968,0.00352302,0.0006759586,0.004640293,0.4961302,0.0002247347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232122,0.0002486265,0.001318064,0.03135964,0.001231971,0.0005936803,0.00001308667,0.0002467334,0.04177601],"genre_scores_gemma":[0.929722,0.0004153294,0.001417496,0.003953154,0.001006809,0.00005876524,0.0002506907,0.00005949122,0.06311631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217744,"threshold_uncertainty_score":0.9959366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307204119778989,"score_gpt":0.2948663726199968,"score_spread":0.2641459606420979,"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."}}