{"id":"W2057437797","doi":"10.1097/01206501-200312000-00009","title":"Occupational Allergic Contact Dermatitis in an Obstetrics and Gynecology Resident","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics and gynaecology; Allergic contact dermatitis; Obstetrics; Contact dermatitis; Gynecology; Allergic dermatitis; Dermatology; Pregnancy; Allergy; Immunology","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":[0.0001426857,0.0002029892,0.0004064837,0.0003088795,0.0001011286,0.00007723445,0.00007607935,0.0001396357,0.0009465563],"category_scores_gemma":[0.00100146,0.0002036235,0.0000574083,0.0002497059,0.00005418913,0.0004040762,0.00003070444,0.0002096461,0.00005721869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322595,"about_ca_system_score_gemma":0.0001912885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653762,"about_ca_topic_score_gemma":0.001489669,"domain_scores_codex":[0.9984392,0.0001646664,0.0005097443,0.000271828,0.0002800905,0.0003344838],"domain_scores_gemma":[0.9986446,0.0006523458,0.0001091768,0.0002741144,0.0001139251,0.0002058305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001090229,0.0002862297,0.9352515,0.0002549997,0.00008820507,0.002055932,0.002971204,0.00002313238,0.000290243,0.02221447,0.02349708,0.01305612],"study_design_scores_gemma":[0.002263009,0.0001464145,0.9048447,0.00008561106,0.00001999506,0.0006231539,0.0004199905,0.0003990895,0.0003435896,0.0005337924,0.0901136,0.0002070337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873331,0.001870306,0.000130813,0.002049108,0.0003431198,0.000397199,0.00002311504,0.00006308907,0.00779016],"genre_scores_gemma":[0.9907746,0.00125095,0.0009836776,0.006581195,0.0000311936,0.00005058989,0.00008653967,0.0000229442,0.0002183575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06661651,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054948288662331,"score_gpt":0.2734595129738067,"score_spread":0.2529100300871834,"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."}}