{"id":"W48510142","doi":"10.2310/6620.2008.06069","title":"Systemic Contact Dermatitis","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sensitization; Contact dermatitis; Dermatology; Systemic reaction; Patch testing; Inhalation; Ingestion; Allergic contact dermatitis; Immunology; Allergy; Anesthesia; Internal medicine","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":[0.0000537518,0.0002291694,0.0005009891,0.0001533468,0.000229761,0.00003717611,0.0001191036,0.0001055585,0.0008021439],"category_scores_gemma":[0.00005975552,0.0002107089,0.0001859728,0.0001847032,0.00006590605,0.0002957868,0.00004504594,0.0001939028,0.001040746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000091821,"about_ca_system_score_gemma":0.0001308805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001692102,"about_ca_topic_score_gemma":0.00003744189,"domain_scores_codex":[0.998494,0.00004903374,0.0004924649,0.0002230017,0.0003837806,0.0003576616],"domain_scores_gemma":[0.9990441,0.00007169379,0.0001210188,0.0004085957,0.0001360072,0.0002186408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008091262,0.0002093706,0.22911,0.0008748579,0.0003257752,0.007680209,0.003753644,0.000006432738,0.002288845,0.003019762,0.7421852,0.01053788],"study_design_scores_gemma":[0.001808439,0.00009621136,0.7801455,0.000492588,0.00005034671,0.03406636,0.0002123503,0.0003183965,0.002463283,0.00005110517,0.1800029,0.0002926019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449968,0.002309532,0.0007949017,0.006183142,0.0004297816,0.0005382689,0.00004367673,0.0003876729,0.04431625],"genre_scores_gemma":[0.9845926,0.001650675,0.0005085311,0.01120833,0.0001897853,0.00005474364,0.00007612717,0.00003649616,0.001682667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5621823,"threshold_uncertainty_score":0.9997371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651470802075667,"score_gpt":0.2368566165415117,"score_spread":0.2203419085207551,"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."}}