{"id":"W4213378399","doi":"10.32920/19189157","title":"Gaining Insight into How Our Immune Cells Tune the Efficiency of Presenting Antigens","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cornerstone; Immune system; Antigen; Immunology; Antigen presentation; Medicine; Biology; T cell; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001025877,0.0006610712,0.0005647956,0.0006566913,0.0006032343,0.002990565,0.0006521593,0.001619342,0.0232014],"category_scores_gemma":[0.001561808,0.0002867469,0.0004332295,0.0004972664,0.001645966,0.003486359,0.001212363,0.003070167,0.01862834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007586219,"about_ca_system_score_gemma":0.000527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428544,"about_ca_topic_score_gemma":0.0005075896,"domain_scores_codex":[0.99937,0.0001127847,0.00002092764,0.0001257203,0.0002648176,0.0001056521],"domain_scores_gemma":[0.9993312,0.0001807528,0.00007130572,0.0001526311,0.0001583589,0.0001056881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002283774,0.0001121731,0.002708508,0.0007597446,0.00006705093,0.0005261651,0.0004571498,0.002476946,0.2268891,0.3459914,0.1607707,0.2590126],"study_design_scores_gemma":[0.00005768808,0.0001552841,0.00587267,0.0002806578,0.00004772715,0.001152881,0.0006461582,0.005731894,0.1127295,0.2913466,0.5818875,0.00009145569],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07127354,0.06006993,0.2217666,0.1322138,0.021713,0.0001049507,0.001963002,0.004777067,0.4861181],"genre_scores_gemma":[0.6116721,0.03579662,0.08186864,0.02749115,0.007841615,0.0001273065,0.00174492,0.002577914,0.2308798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0232014,"threshold_uncertainty_score":0.07761645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989207620211375,"score_gpt":0.2635229048512664,"score_spread":0.2436308286491526,"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."}}