{"id":"W2973202397","doi":"10.1097/der.0000000000000516","title":"Occupationally Related Nickel Reactions: A Retrospective Analysis of the North American Contact Dermatitis Group Data 1998–2016","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Royal Victoria Hospital; McGill University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Contact dermatitis; Nickel; Group (periodic table); Dermatology; Retrospective cohort study; Internal medicine; Metallurgy; Immunology; Organic chemistry; Allergy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001599008,0.00024093,0.0008233973,0.0003669272,0.0001365055,0.00004883577,0.0004773693,0.00006772966,0.0005175903],"category_scores_gemma":[0.0002078595,0.0001811269,0.0003285176,0.002006342,0.0001427681,0.0005153651,0.000233333,0.0003062631,0.0001720061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653782,"about_ca_system_score_gemma":0.0001680764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418066,"about_ca_topic_score_gemma":0.007325742,"domain_scores_codex":[0.9976724,0.0001359533,0.0008529908,0.0004193583,0.0006433685,0.0002759668],"domain_scores_gemma":[0.9970663,0.0002237918,0.0007338824,0.001665373,0.0002050134,0.0001056622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008063833,0.0001163893,0.9783309,0.0000773703,0.002257801,0.0000182402,0.0004373967,0.00002465812,0.0001859574,0.0009770083,0.01588874,0.00167746],"study_design_scores_gemma":[0.0008573906,0.00008873931,0.9619381,0.0001904243,0.001030305,0.00007982495,0.0002210838,0.005781303,0.00004863075,0.00003737822,0.02953201,0.0001947669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886246,0.0002270401,0.0001732033,0.003408558,0.0002680084,0.0006800448,0.001243667,0.00008663697,0.005288213],"genre_scores_gemma":[0.9935409,0.000574273,0.000376963,0.002753125,0.00003701942,0.00002565792,0.00187722,0.00002742411,0.0007874609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01639277,"threshold_uncertainty_score":0.7386141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121114006655282,"score_gpt":0.2548877557377038,"score_spread":0.2427763550721756,"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."}}