{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516229,0.0003631998,0.0003392486,0.0004529676,0.0001578442,0.0004986604,0.0003547206,0.0006659368,0.002236166],"category_scores_gemma":[0.0002603368,0.0001625839,0.0004674891,0.0001804327,0.0001882887,0.0004225588,0.0003227339,0.001366081,0.001057574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738566,"about_ca_system_score_gemma":0.000330472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004341,"about_ca_topic_score_gemma":0.0003784503,"domain_scores_codex":[0.9998092,0.00004386853,0.00001307306,0.00002938665,0.00005958733,0.00004480899],"domain_scores_gemma":[0.9999484,0.000006575577,0.00001039643,0.000005545245,0.00001505788,0.0000141354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003835275,0.001038532,0.0007989909,0.002112182,0.0001176604,0.0004556716,0.0001547592,0.002577174,0.4890322,0.007775408,0.01419451,0.4813594],"study_design_scores_gemma":[0.0005141635,0.007720246,0.003335475,0.0007170132,0.0001949407,0.002161413,0.0001303914,0.003545161,0.356899,0.003268576,0.6214765,0.00003719033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3631636,0.4630279,0.09711437,0.008887492,0.006458086,0.002208438,0.002069257,0.001138173,0.05593269],"genre_scores_gemma":[0.7278503,0.2067499,0.0360414,0.003307627,0.0008235105,0.001250412,0.002720283,0.00009222093,0.02116442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002236166,"threshold_uncertainty_score":0.007480681,"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."}}