{"id":"W3181053230","doi":"10.1097/der.0000000000000752","title":"Eyelid Edema with Beer Consumption","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002537282,0.00008959235,0.0001714973,0.00003371965,0.00005596775,0.00002193751,0.00003234798,0.00004126771,0.002500547],"category_scores_gemma":[0.00006441709,0.00007736734,0.0000460973,0.00008851485,0.00005794291,0.00006503404,0.0000254915,0.00007061962,0.0006990375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003398639,"about_ca_system_score_gemma":0.0001298729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000187131,"about_ca_topic_score_gemma":0.00001834809,"domain_scores_codex":[0.999329,0.00002594806,0.000142892,0.0001425847,0.0002095437,0.0001499947],"domain_scores_gemma":[0.9994513,0.00003172253,0.00004209005,0.0002727118,0.0001187141,0.00008345983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004673671,0.0005132975,0.6983115,0.0008767315,0.0003603998,0.006541888,0.0008293947,0.00001951501,0.002617532,0.001376276,0.2742223,0.0142844],"study_design_scores_gemma":[0.001128796,0.000043038,0.8977907,0.0002712831,0.0001283741,0.001921432,0.00008385066,0.00007500206,0.007910563,0.00006177209,0.09046555,0.0001196079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698188,0.003838786,0.001337232,0.008421346,0.0001362581,0.0002468587,0.00002647191,0.0002147527,0.01595944],"genre_scores_gemma":[0.9886172,0.0001972731,0.002052445,0.006260111,0.00006079566,0.00002257519,0.0001495662,0.00002157106,0.002618436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1994792,"threshold_uncertainty_score":0.9984113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328777385392177,"score_gpt":0.2553857761987245,"score_spread":0.2420980023448027,"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."}}