{"id":"W1991712547","doi":"10.1097/der.0b013e31826e4591","title":"Cobalt Sensitization and Dermatitis: Considerations for the Clinician","year":2012,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patch testing; Medicine; Cobalt; Sensitization; Dermatology; Contact dermatitis; Patch test; Clinical significance; Skin sensitization; Allergic contact dermatitis; Allergy; Immunology; Internal medicine; Metallurgy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002060908,0.0003832079,0.001310806,0.0001364533,0.0004441118,0.0001872592,0.00007123345,0.0002779977,0.0002651244],"category_scores_gemma":[0.0003433404,0.0002641988,0.0003783915,0.0001312896,0.0001224165,0.0001981322,0.00006225864,0.000284793,0.00009993077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006045015,"about_ca_system_score_gemma":0.0002469224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003917612,"about_ca_topic_score_gemma":0.0002421395,"domain_scores_codex":[0.9981933,0.0001296821,0.0008885792,0.0002499868,0.0002003225,0.0003381018],"domain_scores_gemma":[0.9964598,0.00238591,0.000395809,0.0004293063,0.0001713512,0.0001578529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[5.087769e-7,0.00003466982,0.00004823791,0.01503554,0.0004456851,0.00002635248,0.0003254801,2.642451e-7,7.353674e-8,0.004919617,0.09885379,0.8803098],"study_design_scores_gemma":[0.0004414152,0.0000274178,0.001029942,0.005261886,0.002653588,0.002386245,0.00005432757,0.0001445643,8.64753e-7,0.0003581189,0.9873657,0.0002759427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002988366,0.9857364,0.0007505398,0.008665014,0.0005506277,0.002436611,0.0003633381,0.00007604035,0.001418433],"genre_scores_gemma":[0.0008462614,0.9885654,0.001007569,0.007467998,0.0007035076,0.0004323591,0.0004996023,0.00006881583,0.0004084981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8885119,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201267082399952,"score_gpt":0.3458827279391868,"score_spread":0.2638700571151873,"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."}}