{"id":"W2254041956","doi":"10.2310/6620.2011.00010","title":"Alternative Hair-Dye Products for Persons Allergic to para-Phenylenediamine","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hair dyes; Dermatology; Organic chemistry; Dyeing; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00008160395,0.0002188972,0.0003666375,0.000147004,0.0001080392,0.00002912252,0.0001439323,0.00005939464,0.0003922072],"category_scores_gemma":[0.000155164,0.0001964446,0.0001181792,0.0001676814,0.00004422689,0.0001929599,0.00005424712,0.00009909888,0.0002125424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507249,"about_ca_system_score_gemma":0.00007188669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002495396,"about_ca_topic_score_gemma":0.0001726534,"domain_scores_codex":[0.9987497,0.00002313196,0.0003079924,0.0003223474,0.0002268918,0.0003699332],"domain_scores_gemma":[0.9990823,0.00005232479,0.00008587664,0.0003582138,0.0002179083,0.0002034185],"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":[0.0003560383,0.001570322,0.0123654,0.001935605,0.001659176,0.001292083,0.08388786,0.00001116523,0.01158385,0.01608444,0.7759098,0.09334429],"study_design_scores_gemma":[0.004064809,0.001117584,0.1999653,0.0004841892,0.0001881791,0.0004894956,0.001393738,0.0009140329,0.07405221,0.00109184,0.7154635,0.0007750554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467338,0.002435672,0.06513187,0.08649629,0.002894798,0.007764843,0.0007222955,0.0008823543,0.08693802],"genre_scores_gemma":[0.957346,0.0001222037,0.02863507,0.00892503,0.0004507572,0.000383518,0.00009402694,0.00004806866,0.003995297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2106122,"threshold_uncertainty_score":0.8010778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04976615121055005,"score_gpt":0.2743827969080015,"score_spread":0.2246166456974514,"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."}}