{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003797334,0.0001164178,0.0002089752,0.0000481228,0.0000747653,0.00002857599,0.00005592128,0.00004240794,0.0005970254],"category_scores_gemma":[0.00005571617,0.00009069976,0.00003745236,0.0001294203,0.00005153531,0.0001554621,0.00002679843,0.0001106362,0.00007517831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867919,"about_ca_system_score_gemma":0.00004516962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003052893,"about_ca_topic_score_gemma":0.00004551144,"domain_scores_codex":[0.9992878,0.00001226369,0.0001949989,0.0001339488,0.0001651871,0.000205791],"domain_scores_gemma":[0.9994997,0.00003872043,0.00007170451,0.0001965063,0.0000873367,0.0001060024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003911201,0.0003302065,0.7750496,0.0007072633,0.0002688322,0.002901864,0.008637265,0.000001353296,0.01087529,0.000714542,0.04980955,0.1506651],"study_design_scores_gemma":[0.001479901,0.000163166,0.910901,0.001123172,0.0000793236,0.001842356,0.0004086211,0.0003909712,0.06670973,0.0002587049,0.01633148,0.0003116298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684292,0.0002244002,0.000666889,0.001123833,0.00005895219,0.000164929,0.000004433805,0.0002020554,0.1291253],"genre_scores_gemma":[0.9827165,0.0000192478,0.01423426,0.002673453,0.00006811838,0.00001607264,0.0000103501,0.00002198819,0.0002400369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503535,"threshold_uncertainty_score":0.6537009,"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."}}