{"id":"W4409497893","doi":"10.1093/skinhd/vzaf008","title":"Best foot forward: podiatrists’ insight and awareness of melanoma of the foot—a questionnaire study","year":2025,"lang":"en","type":"letter","venue":"Skin Health and Disease","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Podiatrist; Foot (prosody); Podiatry; Medicine; Melanoma; Physical therapy; Dermatoscopy; Lesion; Dermatology; Physical medicine and rehabilitation; Surgery; Pathology; Alternative medicine; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305699,0.0002373686,0.0005890205,0.0002352488,0.0001567255,0.00001421151,0.00009956219,0.0001442466,0.00001284689],"category_scores_gemma":[0.0002262866,0.0001702997,0.000126775,0.0002046681,0.0001105873,0.00001892516,0.0001440305,0.000372418,8.3409e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000068636,"about_ca_system_score_gemma":0.00116962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109863,"about_ca_topic_score_gemma":0.0001505615,"domain_scores_codex":[0.9983146,0.0001891415,0.0005103635,0.0003831419,0.0003690841,0.0002337255],"domain_scores_gemma":[0.9985889,0.00007420986,0.0003074165,0.0005262475,0.0001108324,0.0003923867],"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":[0.001501338,0.001238286,0.4236812,0.03374052,0.0004079957,0.0006792889,0.001367997,0.000001771229,0.000001254975,0.0001852325,0.5071048,0.03009035],"study_design_scores_gemma":[0.006412494,0.004057239,0.309515,0.004435861,0.002269745,0.0001287014,0.001510968,0.00007003953,0.00001565653,0.0007537051,0.6702248,0.0006058064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.293539,0.02624952,0.0000838726,0.670297,0.0017266,0.006471316,0.0003953339,0.00007499209,0.001162403],"genre_scores_gemma":[0.8841213,0.0007030825,0.00001413917,0.1120388,0.0005301518,0.00009052208,0.00007316055,0.00002400495,0.00240483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5905823,"threshold_uncertainty_score":0.6944621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412570439471871,"score_gpt":0.2859310025666189,"score_spread":0.2718052981719001,"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."}}