{"id":"W4254487376","doi":"10.1515/iupac.84.1114","title":"Reverse Immunology","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Disease; Immunology; Medicine; Immune system; Pathology; Philosophy; Linguistics","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":[0.001884306,0.001878335,0.001584835,0.004074106,0.001165683,0.005005993,0.002994533,0.002404502,0.1457963],"category_scores_gemma":[0.01432089,0.0008802947,0.001975444,0.006400891,0.0004924883,0.003015934,0.003115225,0.002792339,0.1824363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793511,"about_ca_system_score_gemma":0.004912212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188462,"about_ca_topic_score_gemma":0.02395557,"domain_scores_codex":[0.9975648,0.0004143389,0.0004427424,0.0007252974,0.000514688,0.0003381122],"domain_scores_gemma":[0.9937618,0.001739355,0.0007529883,0.001661122,0.001573793,0.0005109014],"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":[0.0001231469,0.0000194479,0.001597263,0.00198958,0.00005006925,0.00002794521,0.00002781182,0.0001498806,0.0001539039,0.001385953,0.9877495,0.006725492],"study_design_scores_gemma":[0.0001229632,0.00001018098,0.001690682,0.0005305057,0.00002348715,0.00005173427,0.00003434801,0.00009334343,0.0001763959,0.001209727,0.996043,0.00001367371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009520578,0.0002208536,0.0001308608,0.0001476326,0.00006856016,0.00002282891,0.9964645,0.0004442476,0.002405227],"genre_scores_gemma":[0.0004071417,0.0002516128,0.0004945994,0.0002592956,0.00002145064,0.00009269791,0.9965515,0.0001287156,0.001793014],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1457963,"threshold_uncertainty_score":0.4877372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056692142585158,"score_gpt":0.3629930741795598,"score_spread":0.3524261527537082,"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."}}