{"id":"W4406035390","doi":"10.54254/2753-8818/2024.la19338","title":"Development and Treatment of Specific Dermatitis Vaccine","year":2025,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dermatology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347495,0.00005817948,0.0001078471,0.00007121967,0.0001569777,0.0000110204,0.00008724301,0.00003194786,0.00009573242],"category_scores_gemma":[0.00003454444,0.00003425958,0.00001036291,0.0001624061,0.001451218,0.00003944035,0.00007838795,0.00005147998,0.00001274484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001967721,"about_ca_system_score_gemma":0.00006294839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008733815,"about_ca_topic_score_gemma":0.000004263353,"domain_scores_codex":[0.9995141,0.00002221052,0.00009476338,0.0001422606,0.00003051214,0.0001961444],"domain_scores_gemma":[0.9997809,0.00008536498,0.00001172589,0.00006622786,0.00002846875,0.00002732853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005959273,0.00003114965,0.0005996862,0.000005147266,0.0000112064,0.000001537866,0.0002050396,8.30646e-9,0.1902094,0.5103812,0.00006796456,0.2984281],"study_design_scores_gemma":[0.0008933746,0.0001254572,0.08689987,0.00002832247,0.00000586675,0.00002483288,0.0000746137,0.00001072386,0.8400964,0.009603641,0.06215889,0.00007800372],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885783,0.007818552,0.00002636724,0.0005804483,0.00009011938,0.00007407565,0.00000262735,0.000008464944,0.002821065],"genre_scores_gemma":[0.9985481,0.0006987493,0.0002892714,0.00005865579,0.000003110423,0.000002445849,0.000001978053,7.956999e-7,0.0003969291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.649887,"threshold_uncertainty_score":0.5347074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007241597512006885,"score_gpt":0.2598556483952409,"score_spread":0.252614050883234,"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."}}