{"id":"W4389186297","doi":"10.1186/s13223-023-00856-6","title":"Diagnostic validity of specific immunoglobulin E levels to alpha-gal in alpha-gal syndrome: a cross-sectional analysis","year":2023,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergy Therapeutics","keywords":"Predictive value; Medicine; Alpha (finance); Population; Internal medicine; Antibody; Immunology; Clinical psychology; Internal consistency; Environmental health; Psychometrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004299443,0.0004317517,0.0004703337,0.001293764,0.0003228422,0.0006286087,0.0004199735,0.0006925328,0.001122614],"category_scores_gemma":[0.008300539,0.0004575173,0.0008245607,0.0006672245,0.0005941378,0.0005749922,0.0007323422,0.0006225571,0.0002737924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963,"about_ca_system_score_gemma":0.0002701485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008619378,"about_ca_topic_score_gemma":0.0006491826,"domain_scores_codex":[0.9977925,0.001052189,0.0002628925,0.0003865416,0.0003579142,0.000148069],"domain_scores_gemma":[0.9923994,0.003846517,0.001806599,0.0005457467,0.0008076543,0.0005940431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004256153,0.00002375883,0.9995311,0.000002602797,0.00003988015,0.00001965196,0.00003509621,0.00001875836,0.00006169188,0.000003390488,0.000008324584,0.0002130477],"study_design_scores_gemma":[0.000007499287,0.0002115844,0.9989578,0.000004406573,0.00003832821,0.0002500484,0.0001029776,0.0003074767,0.00005977337,0.00001014215,0.00004764163,0.000002289929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999577,0.00007027042,0.0001320874,0.000009367038,0.000003615561,0.00001074108,0.00006454984,0.000001658385,0.0001307808],"genre_scores_gemma":[0.9997252,0.00002240053,0.00008612195,0.000007663546,0.000004465879,0.000008363085,0.0001242711,8.319678e-7,0.00002086707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004299443,"threshold_uncertainty_score":0.02273792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08157044329465085,"score_gpt":0.3993393413921842,"score_spread":0.3177688980975333,"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."}}