{"id":"W3097648688","doi":"10.1097/jdn.0000000000000571","title":"Asymptomatic Papulovesicles Arising in 48 Hours","year":2020,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Dermatology; Photosensitivity; Asymptomatic; Erythema; Rash; Medicine; Pathology; Optics; Physics","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":[0.0001643603,0.00007419317,0.0002923775,0.00008889953,0.0000606033,0.00001451381,0.0001029185,0.0001845109,0.00002203827],"category_scores_gemma":[0.001407335,0.00005030611,0.0001602587,0.0002851998,0.00002801563,0.000109861,0.00001432353,0.0005173979,0.00003149311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000244824,"about_ca_system_score_gemma":0.0001781583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002390894,"about_ca_topic_score_gemma":0.000002349205,"domain_scores_codex":[0.9988486,0.0001878439,0.0004683145,0.00006285487,0.0002572688,0.0001751584],"domain_scores_gemma":[0.9989174,0.0001521437,0.0006253821,0.00007644209,0.000120277,0.0001083324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007186762,0.0001723348,0.9398015,0.00001321409,0.0006774203,0.0001682311,0.002945767,0.0001043678,0.006494281,0.0003118087,0.04885851,0.0003806814],"study_design_scores_gemma":[0.004211323,0.000113259,0.9763846,0.0002870684,0.002048406,0.00229742,0.001677263,0.002209635,0.006334083,0.002864463,0.001423225,0.000149226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8741755,0.0002208725,0.00006780199,0.1238775,0.0007661704,0.0001052345,0.000001360326,0.0000126264,0.0007729099],"genre_scores_gemma":[0.9966757,0.00003295331,0.0001347363,0.002907365,0.0001383395,0.000001051685,0.000001622441,0.000009309906,0.00009886327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1225002,"threshold_uncertainty_score":0.2247865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008749492049097035,"score_gpt":0.2565673022700167,"score_spread":0.2478178102209197,"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."}}