{"id":"W1989934156","doi":"10.1097/der.0b013e31823d191f","title":"Recommendations for a Screening Series for Allergic Contact Eyelid Dermatitis","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Eyelid; Patch test; Contact dermatitis; Allergic contact dermatitis; Patch testing; Allergy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001963154,0.0002586158,0.0004771756,0.0001526058,0.0003787325,0.00009792418,0.0001099441,0.0001152045,0.0005439674],"category_scores_gemma":[0.0001941675,0.0002527364,0.0002906971,0.0001237102,0.00003695615,0.0009385413,0.00004276526,0.0001197255,0.00004774954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006276666,"about_ca_system_score_gemma":0.00005972159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005429032,"about_ca_topic_score_gemma":0.0001067027,"domain_scores_codex":[0.9984151,0.00003728514,0.0005497754,0.0001998053,0.0001905055,0.0006074911],"domain_scores_gemma":[0.9987261,0.0003075985,0.0001807187,0.0002948268,0.0002273864,0.0002633859],"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":[0.00003741498,0.0002033835,0.01034618,0.000826572,0.0004411312,0.00001058632,0.0033836,0.000003468725,0.0004980425,0.01487679,0.9169753,0.05239756],"study_design_scores_gemma":[0.002500283,0.0001781684,0.07677142,0.0003180349,0.0001275623,0.0004142421,0.0009158337,0.0005504041,0.002577326,0.0003296422,0.9150138,0.0003032786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1389622,0.009396508,0.3964257,0.4112379,0.004643102,0.01166823,0.003559097,0.001473714,0.02263351],"genre_scores_gemma":[0.9097965,0.0006668679,0.06831055,0.01597424,0.0007632186,0.00125664,0.00129714,0.00007924841,0.001855589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7708343,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190323853938752,"score_gpt":0.3008687949037793,"score_spread":0.2589655563643918,"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."}}