{"id":"W3201482699","doi":"10.1111/cod.13978","title":"Systemic allergic dermatitis to sodium metabisulfite in local anesthetic solution","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Conceptualization; Medicine; Library science; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001922336,0.0003879215,0.0009253621,0.0003617918,0.0001308385,0.0001425066,0.00018263,0.0001931355,0.0006631018],"category_scores_gemma":[0.0001333048,0.0003977558,0.0002542938,0.0006336798,0.00004777495,0.000387068,0.0001291902,0.0003418083,0.0007814662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821842,"about_ca_system_score_gemma":0.0003754532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004460702,"about_ca_topic_score_gemma":0.002468794,"domain_scores_codex":[0.9971386,0.0002040558,0.0009409437,0.0005058732,0.0005321407,0.00067844],"domain_scores_gemma":[0.9983838,0.0001171423,0.0001454349,0.0006532785,0.000301345,0.0003990185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003420973,0.002731041,0.2381694,0.008251502,0.001733565,0.08534725,0.02275314,0.0008813142,0.1165022,0.01603759,0.2029428,0.3043081],"study_design_scores_gemma":[0.006827072,0.0002970415,0.7871516,0.003790698,0.0002273357,0.02421722,0.002222912,0.004390384,0.02232266,0.0002483352,0.1471696,0.00113513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523517,0.007003176,0.009513269,0.02094338,0.0007438669,0.001116956,0.00004270085,0.0002680253,0.008016861],"genre_scores_gemma":[0.987305,0.0007811237,0.0006974141,0.009852436,0.000121546,0.0001585104,0.0001437384,0.00005702022,0.0008831774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489822,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309905974250235,"score_gpt":0.2453257886636183,"score_spread":0.232226728921116,"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."}}