{"id":"W4388542949","doi":"10.5114/ada.2023.132640","title":"Professor Bożena Chodynicka MD, PhD (1942–2023)","year":2023,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195706,0.0002168387,0.0005953352,0.0003030226,0.0001108056,0.000004376645,0.0001567519,0.0002619906,0.0001915843],"category_scores_gemma":[0.0003269256,0.0001977738,0.00006422415,0.0003993206,0.0005144327,0.0001536353,0.0001839049,0.0003371685,0.0003726137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280279,"about_ca_system_score_gemma":0.00009399417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000981233,"about_ca_topic_score_gemma":0.0001190467,"domain_scores_codex":[0.9982871,0.0001513582,0.0004096311,0.0004470566,0.000104518,0.0006003225],"domain_scores_gemma":[0.9990377,0.0003693874,0.000105891,0.0003425468,0.00003975386,0.0001047667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001615444,0.0006792617,0.8640772,0.00105442,0.0003034797,0.01131726,0.001188841,0.0001003801,0.001073305,0.02012226,0.06876209,0.0297061],"study_design_scores_gemma":[0.006645277,0.0003120696,0.482241,0.0002596744,0.0001087038,0.006866564,0.0009947293,0.0004775068,0.0009554206,0.01942293,0.4810864,0.0006297132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370475,0.04496367,0.00005880522,0.008783893,0.0009079992,0.000537995,0.000008266339,0.0003502363,0.00734161],"genre_scores_gemma":[0.9739313,0.02248327,0.0002635853,0.001625419,0.00005992462,0.0001636385,0.00006148922,0.00002987432,0.00138151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4123243,"threshold_uncertainty_score":0.8064983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443662122118486,"score_gpt":0.3101805485325693,"score_spread":0.2957439273113845,"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."}}