{"id":"W3121056809","doi":"10.1097/der.0000000000000683","title":"Photopatch Testing in New Zealand: A 12-Year Retrospective Review","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Promethazine; Patch testing; Allergic contact dermatitis; Contact dermatitis; Referral; Population; Retrospective cohort study; Allergy; Surgery; Family medicine; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0001016733,0.00007220944,0.0002228358,0.00004493238,0.00002723748,0.0000145321,0.00002666435,0.00003144856,0.0008751504],"category_scores_gemma":[0.0007275255,0.00006976986,0.00004183334,0.0003898948,0.00000872119,0.0000531967,0.00002236015,0.0001945299,0.0001026567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007672103,"about_ca_system_score_gemma":0.0001532668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004793337,"about_ca_topic_score_gemma":0.000169244,"domain_scores_codex":[0.9993346,0.00003721403,0.0001937187,0.0001543904,0.0001426371,0.0001374144],"domain_scores_gemma":[0.9996216,0.00003320165,0.0000450416,0.0001536304,0.00007007899,0.00007641057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000386344,0.0000666514,0.7439957,0.0009876062,0.0000268846,0.001577817,0.0006779622,6.717794e-7,0.001522334,0.0001079184,0.2167907,0.03424192],"study_design_scores_gemma":[0.00158537,0.00004397832,0.8596231,0.009980618,0.00004047403,0.00180317,0.0001011603,0.0001170577,0.005612999,0.0006224357,0.1203079,0.0001616963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4051514,0.04114285,0.001324666,0.1834616,0.001516118,0.003659225,0.00002813089,0.0009871648,0.3627288],"genre_scores_gemma":[0.8817189,0.007508975,0.0149324,0.06808303,0.0005965747,0.00007729545,0.00005689204,0.00006238252,0.02696354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4765675,"threshold_uncertainty_score":0.9582283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510785994607004,"score_gpt":0.275490262419574,"score_spread":0.250382402473504,"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."}}