{"id":"W4407983988","doi":"10.21037/tp-2024-615","title":"A prospective clinical study of allergy progression in identical and fraternal twin pairs of children","year":2025,"lang":"en","type":"article","venue":"Translational Pediatrics","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Identical twins; Allergy; Pediatrics; Prospective cohort study; Immunology; Internal medicine","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":[0.0002099406,0.00007216087,0.0002397885,0.0001606851,0.00001731811,0.000002797894,0.00003877827,0.00007038318,0.00001611135],"category_scores_gemma":[0.00007904102,0.00005705083,0.00005254152,0.0002873632,0.00008221024,0.00003583167,0.00001498382,0.0001296412,3.977967e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006132566,"about_ca_system_score_gemma":0.000190723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001801619,"about_ca_topic_score_gemma":0.0000227113,"domain_scores_codex":[0.9988959,0.0000655574,0.0005152975,0.0001675536,0.0002800837,0.00007557173],"domain_scores_gemma":[0.9995872,0.000113424,0.00007603907,0.00007330214,0.00009558837,0.00005442099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006122662,0.00197522,0.9935645,0.00006397434,0.00004754027,0.000007871574,0.0002117834,0.00002150893,0.00001334538,0.0001857914,0.00003144236,0.003264779],"study_design_scores_gemma":[0.003861777,0.0005816997,0.9948277,0.00004433511,0.00009170803,0.000001219884,0.0001166014,0.0001215001,0.00002466967,0.0002775149,0.000009242816,0.00004198751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980819,0.0009105667,0.0001864459,0.00007423093,0.00003747056,0.0005372153,0.00001203622,0.00000789924,0.0001522799],"genre_scores_gemma":[0.9995807,0.00005006528,0.0002186632,0.00002065229,0.00008989514,0.000009110403,0.000006905918,0.000004672391,0.000019275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249511,"threshold_uncertainty_score":0.2326465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523621236543171,"score_gpt":0.3535881730144704,"score_spread":0.3383519606490387,"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."}}