{"id":"W4403061480","doi":"10.58931/cdt.2024.53127","title":"Dermatology Treatments and their Effects on Patch Testing","year":2024,"lang":"en","type":"article","venue":"Canadian dermatology today.","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Dermatology; Patch testing; Medicine; Contact dermatitis; Allergy; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.00002738707,0.0002405251,0.0004107996,0.0003600768,0.0001514256,0.00005066916,0.0000656148,0.0001933483,0.00009521683],"category_scores_gemma":[0.0001107375,0.0001907774,0.00006264382,0.0001921349,0.00008682867,0.0000700248,0.00002129526,0.0002421927,0.0001911257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240483,"about_ca_system_score_gemma":0.0004127939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007862379,"about_ca_topic_score_gemma":0.02204451,"domain_scores_codex":[0.9988492,0.00006334161,0.0002077032,0.0003261512,0.00005897914,0.0004946202],"domain_scores_gemma":[0.9987494,0.0004899643,0.00002385464,0.0002295838,0.00003412916,0.0004730511],"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":[0.00005064493,0.00008422045,0.3643638,0.001883645,0.00115028,0.07615716,0.002786534,0.000001115414,0.002210602,0.007591553,0.1159447,0.4277758],"study_design_scores_gemma":[0.00429573,0.0006658005,0.3378438,0.002682592,0.0004476419,0.1307154,0.0006802333,0.004867382,0.02957321,0.003327773,0.4837261,0.001174327],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552227,0.00534983,0.00001198374,0.02174708,0.0004659222,0.0003479987,0.00002441927,0.0001731604,0.01665694],"genre_scores_gemma":[0.9941481,0.0001085353,0.00009424145,0.005001884,0.00007349778,0.00005172826,0.00003269606,0.0000344213,0.0004549294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4266014,"threshold_uncertainty_score":0.9987444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275031391693631,"score_gpt":0.238474869131809,"score_spread":0.2257245552148727,"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."}}