{"id":"W4205709424","doi":"10.22541/au.164267776.62803536/v1","title":"Cold Urticaria in a Pediatric Cohort: Clinical Characteristics, Management, and Natural History","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University; McGill University Health Centre","funders":"Sanofi","keywords":"Medicine; Cohort; Anaphylaxis; Odds ratio; Hazard ratio; Allergy; Case fatality rate; Concomitant; Internal medicine; Cohort study; Natural history; Pediatrics; Angioedema; Confidence interval; Epidemiology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006766636,0.0002991508,0.0003834219,0.0007818476,0.00048192,0.0005738034,0.0003251391,0.0004044535,0.001504104],"category_scores_gemma":[0.001792764,0.0002748131,0.0004174676,0.0009345204,0.0003090079,0.0007370166,0.0004531052,0.0005995784,0.0001992576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507288,"about_ca_system_score_gemma":0.0006251361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005354946,"about_ca_topic_score_gemma":0.005148858,"domain_scores_codex":[0.9994462,0.0001026214,0.00004823216,0.0001553028,0.000118419,0.0001291867],"domain_scores_gemma":[0.998665,0.0001715809,0.0007166796,0.00006259171,0.0001285156,0.000255558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002277416,0.00001220381,0.9994418,0.000002827545,0.000009653162,0.00007503805,0.00002040962,0.000009831527,0.00003670581,0.000005304667,0.00004961321,0.0003139769],"study_design_scores_gemma":[0.000005305566,0.00009499763,0.9984897,0.000006579951,0.00001155258,0.001005992,0.0001570925,0.0000935581,0.00001879,0.0000121875,0.0001020734,0.000002096035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991541,0.0002453828,0.00005806122,0.00003839249,0.000003723778,0.00001322011,0.0003183458,0.000002431643,0.0001664211],"genre_scores_gemma":[0.9992679,0.0001817967,0.0000805432,0.00002573959,0.0000126238,0.00001828454,0.0003787528,0.000001871589,0.00003257503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005354946,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162095390904,"score_gpt":0.2921886753516657,"score_spread":0.2705677214426257,"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."}}