{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001227401,0.001526536,0.004958055,0.0007030242,0.00065823,0.000056648,0.001675638,0.001402162,0.004686892],"category_scores_gemma":[0.006654592,0.001389018,0.001361341,0.003040841,0.00142535,0.0002641165,0.001209535,0.001756148,0.06301548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642484,"about_ca_system_score_gemma":0.001448728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005983339,"about_ca_topic_score_gemma":0.00001221902,"domain_scores_codex":[0.989042,0.001969714,0.003240149,0.001900809,0.0009434706,0.002903806],"domain_scores_gemma":[0.9924234,0.001698682,0.00130607,0.00306725,0.0003716243,0.001132962],"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":[0.00008895161,0.0004214448,0.06372108,0.03637347,0.0008743023,0.02051936,0.0001895659,0.000003364127,0.0001078926,0.001254343,0.8697717,0.006674495],"study_design_scores_gemma":[0.002340055,0.0001888756,0.02685744,0.01939063,0.003814227,0.03111118,0.0002374989,0.0001966145,0.0001933918,0.000406172,0.9137743,0.001489581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01426572,0.8818805,0.00006702033,0.08699357,0.002572936,0.003680265,0.0001768681,0.002202852,0.008160309],"genre_scores_gemma":[0.1660665,0.7770412,0.0002194465,0.04745325,0.0003147618,0.0006736356,0.001296302,0.0002724084,0.006662464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1518008,"threshold_uncertainty_score":0.9998942,"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."}}