{"id":"W2969590344","doi":"10.1097/der.0000000000000506","title":"Expanded Series and Personalized Patch Tests for Children: A Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Series (stratigraphy); Retrospective cohort study; Cohort; Patch testing; Pediatrics; Internal medicine; Immunology; Paleontology; Geology","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":[0.0000969567,0.0001623717,0.0004607249,0.00006260781,0.00009484326,0.00006251057,0.00004720009,0.00004972407,0.0003063269],"category_scores_gemma":[0.00006010883,0.0001407236,0.00007442092,0.00008172628,0.00004433261,0.0002011478,0.00003684817,0.00009097165,0.00002755025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603564,"about_ca_system_score_gemma":0.00003573723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017627,"about_ca_topic_score_gemma":0.0002112151,"domain_scores_codex":[0.9990644,0.00002690723,0.0002187591,0.0002626909,0.0002323685,0.0001948872],"domain_scores_gemma":[0.9994513,0.00004735227,0.00007169307,0.0002300879,0.0001199927,0.00007953429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003018113,0.0001045773,0.9914805,0.00007009143,0.0001985741,0.00001630814,0.001855692,4.856807e-8,0.0001044265,0.0002557794,0.005239347,0.000644418],"study_design_scores_gemma":[0.003947541,0.0006978704,0.9912884,0.00008111062,0.00008242116,0.0003129634,0.001108551,0.00003677978,0.0001740158,0.0001519569,0.001952915,0.0001655226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993575,0.0003033075,0.00002683494,0.001548017,0.0001138433,0.002732978,0.00006172429,0.00008417315,0.001554169],"genre_scores_gemma":[0.9962769,0.0001471958,0.0003046678,0.0009896931,0.00007567104,0.0002218746,0.00006943086,0.00002406252,0.001890577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00391736,"threshold_uncertainty_score":0.573854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008665525660255686,"score_gpt":0.255991700961731,"score_spread":0.2473261753014753,"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."}}