{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074275,0.0005749174,0.0009281093,0.001311543,0.001487677,0.0006545641,0.0004816153,0.0006365269,0.001174337],"category_scores_gemma":[0.004290371,0.0005793419,0.0006820185,0.001231647,0.0004972161,0.0005501303,0.0008359187,0.0007239339,0.0002693659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005909542,"about_ca_system_score_gemma":0.0005155946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008235572,"about_ca_topic_score_gemma":0.007264847,"domain_scores_codex":[0.9988112,0.000299117,0.0001277926,0.0003974425,0.0002010449,0.0001634321],"domain_scores_gemma":[0.9977469,0.0003161074,0.0008268791,0.0002290585,0.0003218021,0.0005592181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184697,0.00005296521,0.9972948,0.00001050361,0.00005306314,0.0009607206,0.0002930052,0.0000196078,0.0003835922,0.00001850497,0.00005617443,0.0006384384],"study_design_scores_gemma":[0.00001594329,0.0003208736,0.9937947,0.000008082948,0.00005654602,0.00498741,0.0003883008,0.00006596723,0.0001000984,0.00002303037,0.0002305911,0.000008508352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999544,0.0001232329,0.0000559627,0.000008203597,0.000006135673,0.00001245104,0.0001182505,0.000001380502,0.0001304656],"genre_scores_gemma":[0.999267,0.00009415844,0.0001791883,0.00001219835,0.000006430924,0.00001854251,0.0003033405,0.00000225972,0.0001168617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008235572,"threshold_uncertainty_score":0.0163753,"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."}}