{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612778,0.0007862232,0.0007520915,0.001405277,0.0009853898,0.00184234,0.001088085,0.002017402,0.2740255],"category_scores_gemma":[0.01055199,0.0003598064,0.0005339623,0.0004701387,0.0006356733,0.001728323,0.00135142,0.003973264,0.1861009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157472,"about_ca_system_score_gemma":0.002060624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838726,"about_ca_topic_score_gemma":0.004118006,"domain_scores_codex":[0.9990292,0.000162385,0.00005170956,0.0002567644,0.0003819083,0.000118111],"domain_scores_gemma":[0.9962599,0.0004460702,0.0002243644,0.0001120257,0.001448697,0.001509032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003507822,0.00001829026,0.0005380588,0.00009172356,0.000005378019,0.0001637226,0.00003518098,0.00002943205,0.0001241074,0.0005281479,0.9414829,0.05694809],"study_design_scores_gemma":[0.00002594806,0.00005726772,0.001310081,0.0004028798,0.00001035072,0.003169732,0.0001139634,0.00009623788,0.0002089573,0.0005821965,0.9940026,0.0000197099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004628615,0.1320566,0.006354942,0.3778901,0.1809598,0.0005503663,0.002689088,0.002582667,0.2922879],"genre_scores_gemma":[0.0315809,0.08564883,0.003319028,0.09395566,0.04755409,0.0004869147,0.002237668,0.0007497131,0.7344671],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2740255,"threshold_uncertainty_score":0.9167066,"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."}}