{"id":"W4353087415","doi":"10.54097/hset.v36i.6273","title":"Development of Vaccines in Celiac Disease Therapies","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Disease; Medicine; Gluten; Clinical trial; Immunology; Intensive care medicine; Internal medicine; Pathology","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":[0.0002814094,0.00006709328,0.0001299355,0.001805658,0.00002863858,0.000006512555,0.000111356,0.00002746281,0.000002805894],"category_scores_gemma":[0.0001182149,0.00005280808,0.000009173578,0.002331573,0.000117975,0.00005029159,0.000127741,0.00006698404,0.00001536786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004030573,"about_ca_system_score_gemma":0.0001169582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003082092,"about_ca_topic_score_gemma":0.000008061011,"domain_scores_codex":[0.9992015,0.000002156636,0.0001332828,0.0001977225,0.0001900191,0.000275262],"domain_scores_gemma":[0.9996964,0.00001553665,0.00001290217,0.0001575217,0.0000293396,0.0000882399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002223561,0.0006529887,0.1388905,0.001653174,0.00007092619,0.001276185,0.002574075,0.001183555,0.3923415,0.3164966,0.0005970931,0.144041],"study_design_scores_gemma":[0.001859393,0.0001055452,0.8286849,0.0006338886,0.00001123054,0.000005663848,0.0008544126,0.01148991,0.05135567,0.001036486,0.1036622,0.0003006765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952785,0.0006237777,0.00003727997,0.003681174,0.00005063695,0.0001516613,7.616109e-7,0.0001145047,0.00006170532],"genre_scores_gemma":[0.9976129,0.0008065425,0.001447126,0.000005039771,0.000006905984,0.00004205474,0.0000013476,0.000004839566,0.0000732587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6897944,"threshold_uncertainty_score":0.2153451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161817065795005,"score_gpt":0.2698718409274962,"score_spread":0.2582536702695462,"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."}}