{"id":"W4411978465","doi":"10.1186/s12890-025-03779-7","title":"Sedentary behaviors, physical activity, and risk of allergic rhinitis and asthma: evidence from cohort and Mendelian randomization studies","year":2025,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Division of Graduate Education; West China Hospital, Sichuan University; Sichuan University; National Natural Science Foundation of China","keywords":"Medicine; Mendelian randomization; Asthma; Physical activity; Sedentary behavior; Cohort study; Cohort; Randomization; Mendelian inheritance; Randomized controlled trial; Environmental health; Physical therapy; Immunology; Internal medicine; Genetics; Genetic variants; Genotype","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":[0.0002782763,0.0002063174,0.0007279614,0.0001430996,0.0001143333,0.00000539744,0.00004405701,0.00006497109,0.00002047036],"category_scores_gemma":[0.0004356614,0.0001432321,0.00004613506,0.0001585164,0.0006395594,0.0001442653,0.0001264061,0.0001486096,4.476046e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002351659,"about_ca_system_score_gemma":0.00007108324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006286484,"about_ca_topic_score_gemma":0.00006950452,"domain_scores_codex":[0.9987369,0.0001923663,0.0002545071,0.0003897424,0.0002900785,0.0001363662],"domain_scores_gemma":[0.9987208,0.0006858465,0.0001359754,0.0001994099,0.00009737165,0.0001606351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00242453,0.0002389921,0.9626641,0.0005362444,0.0002970441,0.0001127629,0.0005217536,0.000003358248,0.005655889,0.000008498442,0.0004878636,0.027049],"study_design_scores_gemma":[0.004874786,0.0004455757,0.987426,0.00187395,0.001506233,0.00004087492,0.001343637,0.00148101,0.0005667356,0.0001507002,0.0001724345,0.0001180553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469534,0.05149348,0.0001527164,0.0005832165,0.0001076402,0.0005494372,0.00003563486,0.00002747965,0.00009703702],"genre_scores_gemma":[0.9730417,0.02627365,0.0001322143,0.00009867688,0.0001995058,0.0000339856,0.00002706243,0.00001208947,0.0001811427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693094,"threshold_uncertainty_score":0.5840837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622667970462758,"score_gpt":0.3293497794679509,"score_spread":0.3031230997633233,"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."}}