{"id":"W4220917470","doi":"10.1097/der.0000000000000872","title":"Nickel: Intrinsic Skin Sensitization Potency and Relation to Prevalence of Contact Allergy","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact allergy; Potency; Sensitization; Skin sensitization; Allergic contact dermatitis; Drug","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004091521,0.000260876,0.0003051854,0.001405552,0.0001472592,0.0006580273,0.0003095147,0.0002976958,0.004794016],"category_scores_gemma":[0.001135743,0.0001070066,0.0003190013,0.001509235,0.0001640972,0.0004242077,0.0003729158,0.0003110989,0.0007884379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546226,"about_ca_system_score_gemma":0.0001155239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198882,"about_ca_topic_score_gemma":0.00153044,"domain_scores_codex":[0.9996093,0.00006518882,0.00007477236,0.00009423472,0.0001141254,0.00004245232],"domain_scores_gemma":[0.9987325,0.0002291893,0.0006535891,0.00005375798,0.0002062339,0.0001247669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001833882,0.00003864319,0.9853124,0.0003100105,0.0002415043,0.00007510644,0.0000631623,0.00003628126,0.0008321437,0.00007936195,0.0006947134,0.01213319],"study_design_scores_gemma":[9.520054e-7,0.00007390929,0.9979408,0.00003902695,0.00005412717,0.0007195396,0.00007754038,0.00003611573,0.00009606075,0.00004819737,0.0009107616,0.000002944217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270768,0.05784499,0.0007018858,0.000447046,0.0001117242,0.0000383719,0.005484747,0.00009989618,0.008194557],"genre_scores_gemma":[0.9878543,0.008892218,0.0003232051,0.00004968868,0.0001893735,0.00001095427,0.001253674,0.00001260918,0.001414128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794016,"threshold_uncertainty_score":0.01603752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007897553727666214,"score_gpt":0.2263511673225849,"score_spread":0.2184536135949187,"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."}}