{"id":"W4396683130","doi":"10.5114/dr.2023.139408","title":"Sprawozdanie z XI Konferencji „Kontrowersje w dermatologii”Wrocław, 30 listopada – 2 grudnia 2023 roku","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":"Chemistry","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009742907,0.00169315,0.005353259,0.0006985825,0.0006750242,0.0001072092,0.001684052,0.001162027,0.01186743],"category_scores_gemma":[0.003967077,0.001588288,0.00138781,0.002646727,0.001061699,0.0003215512,0.00107104,0.001711065,0.09310332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231626,"about_ca_system_score_gemma":0.00175129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629847,"about_ca_topic_score_gemma":0.00004670387,"domain_scores_codex":[0.9890559,0.001631865,0.003284135,0.001926727,0.001138914,0.002962413],"domain_scores_gemma":[0.9925459,0.001284582,0.001380467,0.003153764,0.0005888459,0.001046413],"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":[0.00009343832,0.0005112471,0.02187164,0.03282231,0.0009719302,0.02412608,0.0001909967,0.000002161946,0.00007595957,0.002002878,0.9090106,0.008320716],"study_design_scores_gemma":[0.003075175,0.0001743977,0.02189851,0.02220168,0.004739838,0.01788974,0.0002723716,0.0003599194,0.0001479056,0.0004552882,0.9271194,0.001665785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01092291,0.9082353,0.00009055885,0.05404903,0.003663046,0.004305785,0.0003099962,0.00179304,0.01663034],"genre_scores_gemma":[0.2478931,0.7098683,0.0001542466,0.02708087,0.000485955,0.0008038951,0.001716094,0.0003801751,0.0116174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2369701,"threshold_uncertainty_score":0.9995815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813073335624732,"score_gpt":0.3095851388640475,"score_spread":0.2814544055078002,"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."}}