{"id":"W4378695859","doi":"10.5114/dr.2023.127719","title":"Sprawozdanie z 19. Międzynarodowej Akademii Dermatologiii Alergologii w Gdyni","year":2023,"lang":"pl","type":"article","venue":"Dermatology Review","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":[0.00144186,0.0009020228,0.001274192,0.003804997,0.0009050019,0.003457168,0.0008731272,0.002086744,0.02444046],"category_scores_gemma":[0.003237997,0.0004796706,0.0009654352,0.002407508,0.001328716,0.004738186,0.001788147,0.004686504,0.01472257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667782,"about_ca_system_score_gemma":0.002075855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742678,"about_ca_topic_score_gemma":0.005555728,"domain_scores_codex":[0.999024,0.0001709646,0.0001241419,0.0001554598,0.0003919708,0.0001335374],"domain_scores_gemma":[0.9980574,0.0004196379,0.000222286,0.00006367817,0.0008492722,0.0003876777],"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":[0.0001560001,0.00006167668,0.001036814,0.004363314,0.00004507876,0.0006654896,0.000264395,0.00008794435,0.0009301495,0.005330674,0.5737655,0.413293],"study_design_scores_gemma":[0.00001537743,0.00005136126,0.001727685,0.002593173,0.00003058033,0.003363146,0.0002503128,0.0000228171,0.0001716199,0.00164822,0.9901041,0.00002149512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0004565204,0.9509307,0.000351877,0.01601808,0.02034654,0.00002826725,0.0001414072,0.00005719287,0.01166942],"genre_scores_gemma":[0.005432403,0.9330793,0.0007035548,0.01478066,0.01808847,0.00005859566,0.0003805336,0.0000539116,0.02742256],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02444046,"threshold_uncertainty_score":0.08176148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884713554889904,"score_gpt":0.3431231487993462,"score_spread":0.3042760132504472,"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."}}