{"id":"W2268788193","doi":"10.2310/6620.2010.10061","title":"Patch-Testing with Hairdressing Chemicals","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Dermatology; Patch testing; Series (stratigraphy); Allergic contact dermatitis; Contact dermatitis; Case series; Surgery; Allergy; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000854879,0.0005808633,0.0004297589,0.0006770026,0.0002496671,0.0004011644,0.0004196769,0.0005090733,0.003183072],"category_scores_gemma":[0.002743894,0.0001875378,0.0004042072,0.0004379045,0.0004087164,0.0006276189,0.0002715753,0.0003613528,0.0008293074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535083,"about_ca_system_score_gemma":0.0001377825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008477548,"about_ca_topic_score_gemma":0.0009847,"domain_scores_codex":[0.9989377,0.0003190262,0.0001310404,0.0002033643,0.0002876061,0.0001214187],"domain_scores_gemma":[0.9979569,0.0008682276,0.0006596521,0.00009898771,0.0002882679,0.0001279611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003544336,0.0001599842,0.9038222,0.0007171691,0.0001593616,0.01977828,0.0003382666,0.0001500325,0.01835246,0.00003388589,0.001615501,0.05451828],"study_design_scores_gemma":[0.00004476469,0.002900408,0.6691455,0.0004091955,0.0003553753,0.296856,0.0006755088,0.0005257642,0.02015434,0.00008047438,0.008828404,0.0000241798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793254,0.01353849,0.001206089,0.0002053714,0.00006196965,0.00004888989,0.0001180381,0.0001257018,0.005370127],"genre_scores_gemma":[0.9943031,0.003488911,0.0009623903,0.0003754697,0.00009909386,0.00000775685,0.0001223475,0.00001381269,0.0006271334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003183072,"threshold_uncertainty_score":0.01064843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431238441476097,"score_gpt":0.2435597064811436,"score_spread":0.2004358623335339,"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."}}