{"id":"W4360592275","doi":"10.5114/pja.2023.125771","title":"Allergic contact dermatitis caused by diabetes medicaldevices","year":2023,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Diabetes mellitus; Dermatology; Allergy; Immunology; Endocrinology","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":[],"category_scores_codex":[0.0007394011,0.0004916185,0.001509433,0.0007307613,0.000178897,0.00007449762,0.0006450111,0.0004993039,0.001543281],"category_scores_gemma":[0.0009516818,0.0003959659,0.0005126085,0.0006396593,0.0003624572,0.0004297104,0.0001983426,0.0008694839,0.0002815274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324106,"about_ca_system_score_gemma":0.000434019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445374,"about_ca_topic_score_gemma":0.0001779677,"domain_scores_codex":[0.9957312,0.0003129326,0.001651323,0.0003880165,0.0007714948,0.001145012],"domain_scores_gemma":[0.996524,0.0008809612,0.0009953227,0.0004645342,0.0004692602,0.0006659307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000883195,0.0002692407,0.06477338,0.000159165,0.001675294,0.002324129,0.0006908864,0.00001263785,0.009060581,0.0008161524,0.9171165,0.003013753],"study_design_scores_gemma":[0.006415999,0.002337846,0.7284338,0.0004940711,0.000324687,0.00191288,0.001055063,0.0002124712,0.003696569,0.0006777414,0.2537972,0.0006416314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572195,0.003923296,0.00002698013,0.03302913,0.001418403,0.0002869984,0.00004838104,0.0002160154,0.00383129],"genre_scores_gemma":[0.9840247,0.005387391,0.0001487622,0.008418613,0.0007184781,0.00002056188,0.0001364477,0.00007007578,0.001074951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6636605,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545419738561795,"score_gpt":0.2702057440959621,"score_spread":0.2547515467103442,"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."}}