{"id":"W2322341042","doi":"10.1097/01206501-200606000-00042","title":"HAIR DYE ALLERGY","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Hair dyes; Allergy; Contact allergy; Contact dermatitis; Immunology; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001559598,0.00003627505,0.00004067488,0.00002646682,0.0002878075,0.00008055741,0.00009983402,0.00003827104,0.001553503],"category_scores_gemma":[0.00006976828,0.00003837894,0.0000229496,0.000104742,0.00008301932,0.000329959,0.000005154719,0.0000483941,0.0005508951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706308,"about_ca_system_score_gemma":0.0001010156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250775,"about_ca_topic_score_gemma":0.01525667,"domain_scores_codex":[0.9994223,0.0001022012,0.00008044671,0.00006739837,0.0001892913,0.0001384044],"domain_scores_gemma":[0.9996435,0.0001771415,0.00004218121,0.00005955672,0.00003927827,0.00003836716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.929418e-7,0.00003382637,0.005956056,0.000004338028,0.000006546174,0.000003917227,0.005505103,0.000007084315,0.000004241062,0.5667539,0.4195349,0.002189782],"study_design_scores_gemma":[0.00003381255,0.000001988067,0.05112575,0.000003628691,0.000001734122,0.000001285641,0.003065952,0.000003635726,0.00003094701,0.01255603,0.9331225,0.00005276975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02194756,0.0004217917,0.0001367724,0.1430437,0.0004774435,0.00005641342,0.000003818071,0.00007624573,0.8338363],"genre_scores_gemma":[0.9834229,0.00006903042,0.0006231531,0.003968582,0.0006707782,0.000008995873,0.00001469978,0.000003958663,0.01121793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9614753,"threshold_uncertainty_score":0.9993592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053512547590225,"score_gpt":0.3175093888260811,"score_spread":0.2869742633501788,"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."}}