{"id":"W2039017750","doi":"10.1097/der.0b013e318273a3b8","title":"Occupational Contact Dermatitis in Hairdressers/Cosmetologists: Retrospective Analysis of North American Contact Dermatitis Group Data, 1994 to 2010","year":2012,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital; University of Ottawa","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Allergic contact dermatitis; Occupational exposure; Medical emergency; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003916983,0.0005380503,0.001990002,0.001531108,0.0001551979,0.00009194664,0.0006210253,0.0001264603,0.0006741903],"category_scores_gemma":[0.0004417097,0.0005351401,0.0003505191,0.003018337,0.0001851323,0.001395253,0.0003394573,0.0004507414,0.0001090865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425937,"about_ca_system_score_gemma":0.0001733881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01328553,"about_ca_topic_score_gemma":0.08451717,"domain_scores_codex":[0.9956879,0.0002554767,0.001500901,0.0006376381,0.0009884498,0.0009296252],"domain_scores_gemma":[0.9966048,0.0004187014,0.0007309098,0.00142381,0.0002679481,0.0005538068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002487394,0.0003941872,0.9361686,0.0001329832,0.001317329,0.0001376214,0.001250727,0.00002742585,0.0000687229,0.0006519796,0.05585032,0.003975308],"study_design_scores_gemma":[0.001398858,0.0002293841,0.9754359,0.0001872006,0.0008499938,0.0001404091,0.0003883141,0.001539845,0.0002240623,0.00001023694,0.01906598,0.000529805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868041,0.0005425439,0.00268375,0.003743294,0.0004430505,0.0009841996,0.003102258,0.0001403483,0.001556482],"genre_scores_gemma":[0.9816466,0.0006001398,0.003088816,0.01010995,0.0001673697,0.0001282389,0.004141964,0.00005436208,0.00006257712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07123164,"threshold_uncertainty_score":0.99971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02506839249862417,"score_gpt":0.2973039962543532,"score_spread":0.272235603755729,"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."}}