{"id":"W4413048760","doi":"10.1177/17103568251365638","title":"Elucidating the Relationship Between Mycosis Fungoides and Contact Sensitization: A Retrospective Study","year":2025,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mycosis fungoides; Medicine; Dermatology; Sensitization; Retrospective cohort study; Surgery; Internal medicine; Lymphoma; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044641,0.0002625906,0.0004058726,0.001136964,0.0005448195,0.0004292144,0.000256488,0.0004648447,0.001921896],"category_scores_gemma":[0.002148563,0.0003549673,0.0003170798,0.0009801282,0.0005029351,0.0006415145,0.0004505269,0.0003183693,0.0003079248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163303,"about_ca_system_score_gemma":0.0002542829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155716,"about_ca_topic_score_gemma":0.0009483921,"domain_scores_codex":[0.9992357,0.0002316717,0.0001423294,0.0001774974,0.0001357556,0.00007698069],"domain_scores_gemma":[0.9978787,0.0007731227,0.0006678111,0.0002456171,0.0001959715,0.000238912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009976944,0.00006645064,0.9977878,0.0000148489,0.00002107331,0.0006239968,0.0001228494,0.000007723468,0.0003642153,0.00001294241,0.00002215567,0.0008561122],"study_design_scores_gemma":[0.00001718722,0.0008951403,0.9869,0.00001808426,0.00007966757,0.01040054,0.0006409903,0.000135059,0.0003226023,0.00002775509,0.0005545028,0.000008495701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990202,0.0004471568,0.0001528012,0.000008677514,0.000002872241,0.00001895354,0.00005930988,0.000001787925,0.0002882515],"genre_scores_gemma":[0.9996195,0.0001425516,0.00007534952,0.0000143468,0.00000683791,0.000009496894,0.00007659656,9.180188e-7,0.00005451696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001921896,"threshold_uncertainty_score":0.006429374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321748842598112,"score_gpt":0.2866602501096785,"score_spread":0.2634427616836974,"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."}}