{"id":"W1967301506","doi":"10.3389/fimmu.2014.00114","title":"Teaching Immunology as a Science and Field of Medicine","year":2014,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Clinical immunology; Medicine; Field (mathematics); Immunology; Engineering ethics; Engineering; Allergy","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":[0.001299501,0.0009038278,0.0006233206,0.001351974,0.0008339802,0.00469222,0.0008015117,0.002043205,0.06674487],"category_scores_gemma":[0.002201522,0.0003198817,0.0005023911,0.0008708851,0.001568544,0.003689535,0.001576991,0.005445118,0.03537212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002166386,"about_ca_system_score_gemma":0.002138196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009495979,"about_ca_topic_score_gemma":0.002262365,"domain_scores_codex":[0.999458,0.00007703483,0.0000194074,0.00007212664,0.0003282404,0.00004518945],"domain_scores_gemma":[0.9985189,0.0004776748,0.00008047983,0.00005797912,0.0003563781,0.0005086536],"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":[0.00001391052,0.00002155659,0.00004655139,0.0002790201,0.000006207823,0.00002757472,0.00005724096,0.00008102054,0.0004983248,0.01883308,0.8592322,0.1209034],"study_design_scores_gemma":[0.00000459116,0.0000106179,0.0001033846,0.0002042679,0.000003021011,0.0001157047,0.00003799947,0.0000488867,0.00008402466,0.008777789,0.9906052,0.000004616933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0004858145,0.4124421,0.00652858,0.1406141,0.185743,0.00009202735,0.000226109,0.0004962574,0.2533719],"genre_scores_gemma":[0.005647798,0.2191681,0.004894112,0.04833723,0.1101929,0.00007469181,0.0001823532,0.0002491092,0.6112539],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06674487,"threshold_uncertainty_score":0.2232838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005219885080613829,"score_gpt":0.2324961456949405,"score_spread":0.2272762606143267,"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."}}