{"id":"W2907739121","doi":"","title":"Determination of B cell IgH repertoire changes after immunization and spaceflight modeling","year":2018,"lang":"en","type":"dissertation","venue":"K-State Research Exchange (Kansas State University)","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; McGill University; National Aeronautics and Space Administration","keywords":"Spaceflight; Excellence; Immunization; Center of excellence; State (computer science); Repertoire; Library science; Aeronautics; Political science; Biology; Engineering; Immunology; Computer science; Immune system; Aerospace engineering; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001442644,0.0001928416,0.0001914802,0.0002494379,0.0001731179,0.000275475,0.0002109868,0.0002204014,0.001215783],"category_scores_gemma":[0.0002029792,0.000104394,0.000303532,0.0003029855,0.0001668646,0.0001505522,0.0001557504,0.0004852502,0.000349074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113976,"about_ca_system_score_gemma":0.0001190407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128045,"about_ca_topic_score_gemma":0.001198326,"domain_scores_codex":[0.9999152,0.000008230848,0.000003029716,0.0000281786,0.00002393262,0.00002134981],"domain_scores_gemma":[0.9999125,0.00001899654,0.00002198658,0.00001046221,0.00001775535,0.00001839481],"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":[0.0003451683,0.00007033608,0.0138943,0.0000675618,0.0000313296,0.00006246092,0.0001340573,0.003816794,0.9733782,0.0001794114,0.000228645,0.007791637],"study_design_scores_gemma":[0.00002341892,0.001647762,0.2108593,0.00003002281,0.000113007,0.0002845802,0.0003971115,0.042951,0.734894,0.000615982,0.008144264,0.00003950958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907884,0.0002336457,0.00609805,0.00002469552,0.0000132402,0.00002240261,0.001871126,0.0001083406,0.000840142],"genre_scores_gemma":[0.9845638,0.0004649448,0.007449947,0.00007448749,0.000009512564,0.0001484373,0.004798062,0.00007444389,0.002416265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215783,"threshold_uncertainty_score":0.004067183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474081931583919,"score_gpt":0.2596317331926463,"score_spread":0.2348909138768071,"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."}}