{"id":"W2910681078","doi":"10.1097/der.0000000000000405","title":"Allergy Alert Test for <i>p</i> -Phenylenediamine–Allergic Hair Dye Users","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kao Corporation","keywords":"Medicine; Hair dyes; Patch test; Allergy; Dermatology; Allergic contact dermatitis; Forearm; Contact dermatitis; Allergic reaction; Skin reaction; Immunology; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009349096,0.0002911763,0.0004570982,0.0001413158,0.0002250102,0.00007573111,0.0001885372,0.0001380195,0.0009151913],"category_scores_gemma":[0.0002260349,0.0002684114,0.0002197841,0.0001942323,0.0001678786,0.0002661663,0.00006727955,0.0001236646,0.0003680004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000065593,"about_ca_system_score_gemma":0.0001166197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000971855,"about_ca_topic_score_gemma":0.0006784352,"domain_scores_codex":[0.998333,0.00002039606,0.0004740157,0.0003472472,0.0003150745,0.0005102387],"domain_scores_gemma":[0.9985857,0.0002464738,0.0001278812,0.0004817405,0.0003111559,0.0002470633],"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":[0.00003935158,0.0003211013,0.009574417,0.0003192017,0.0003262054,0.0001495058,0.001306526,0.000002088912,0.004150763,0.00147792,0.959218,0.02311489],"study_design_scores_gemma":[0.002561355,0.0005360606,0.09990774,0.0002134708,0.00004914291,0.0002524779,0.000206297,0.001428748,0.007149412,0.0002292075,0.887124,0.0003420975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6286655,0.004123801,0.02319395,0.1231765,0.005440101,0.005130666,0.00079184,0.002072004,0.2074057],"genre_scores_gemma":[0.961589,0.0006244438,0.006338743,0.02326893,0.00132321,0.0002058768,0.0002065013,0.00008148966,0.00636183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3329235,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148228284050035,"score_gpt":0.2503463855947705,"score_spread":0.235523557189767,"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."}}