{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000617396,0.0001072827,0.0002317148,0.0002434025,0.00006423501,0.000004897524,0.0003103553,0.0001404281,0.000005733879],"category_scores_gemma":[0.0007114323,0.00009372991,0.00001896991,0.0001286249,0.0006757469,0.000007890674,0.0002237931,0.0001475342,8.553525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001082143,"about_ca_system_score_gemma":0.0000500187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003698005,"about_ca_topic_score_gemma":0.000009654431,"domain_scores_codex":[0.9991897,0.00005747589,0.0002497119,0.0001938793,0.0000759255,0.0002333441],"domain_scores_gemma":[0.9994674,0.00001611111,0.0001106421,0.0003368809,0.00004665771,0.00002231039],"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":[0.0002477042,0.00005637856,0.008167878,0.00004347405,0.0001127621,7.681586e-7,0.0007950123,0.000003232276,0.873017,0.01499977,0.00896059,0.09359546],"study_design_scores_gemma":[0.01051298,0.009951978,0.02728404,0.0002424339,0.00006491334,0.0004053734,0.009860731,0.003413313,0.4969026,0.01326288,0.4269986,0.001100227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505541,0.006045453,0.009927221,0.001321901,0.0007428471,0.0001798749,0.000001034691,0.00001713432,0.03121044],"genre_scores_gemma":[0.9934719,0.0004643616,0.00520678,0.0003421268,0.00004432847,0.000008711288,0.000006607729,0.00001414363,0.0004410412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418038,"threshold_uncertainty_score":0.3822195,"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."}}