{"id":"W2333726039","doi":"10.1097/der.0b013e318275968c","title":"Occupational Eczema and Asthma in a Hairdresser Caused by Hair-Bleaching Products","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ammonium persulfate; Occupational asthma; Persulfate; Medicine; Asthma; Potassium persulfate; Dermatology; Allergy; Immunology; Organic chemistry; 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":[0.0001733815,0.0001170606,0.00018112,0.0001053876,0.00005838143,0.00002156446,0.00003248673,0.00006088689,0.00009849571],"category_scores_gemma":[0.0001193863,0.0001080915,0.00002261259,0.0001527053,0.00003474519,0.0003683259,0.00002456147,0.0001413547,0.00006241113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003593164,"about_ca_system_score_gemma":0.0000708516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001527852,"about_ca_topic_score_gemma":0.00005477452,"domain_scores_codex":[0.9990824,0.0000437153,0.0002321043,0.0001540313,0.0002452248,0.0002425157],"domain_scores_gemma":[0.9995856,0.00005187264,0.00005641824,0.0001277569,0.00005856481,0.0001197681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000182962,0.0002059513,0.9047242,0.000129432,0.00002460706,0.00001945722,0.00111794,0.000002781172,0.001747133,0.0007878444,0.08512624,0.00609605],"study_design_scores_gemma":[0.0009044588,0.00003843891,0.914617,0.00008038842,0.000008709272,0.00009634989,0.00005264388,0.0001345379,0.002879057,0.00003058989,0.08104329,0.0001145185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905944,0.001171159,0.0002782096,0.005914401,0.0001349963,0.0002621529,0.00003495691,0.00004240091,0.001567341],"genre_scores_gemma":[0.9949843,0.00002324203,0.001350962,0.002660215,0.0002280642,0.00002644562,0.0002256828,0.00001605051,0.0004850888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009892751,"threshold_uncertainty_score":0.4407843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143357670336014,"score_gpt":0.2698440511216115,"score_spread":0.2555082840880101,"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."}}