{"id":"W4414972967","doi":"10.2147/jmdh.s547302","title":"Global Research Trends in Childhood Asthma and the Microbiome: A Bibliometric Analysis of 2000 to 2024","year":2025,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Asthma; Cohort; Cohort study; Quarter (Canadian coin); Disease burden; Burden of disease; Microbiome; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005517214,0.0007769316,0.001544473,0.1016428,0.0006354301,0.004659906,0.0007590576,0.0008574843,0.003379173],"category_scores_gemma":[0.03194828,0.0003116849,0.002002242,0.1802576,0.0005943929,0.003376182,0.002524182,0.0006384578,0.001534019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049731,"about_ca_system_score_gemma":0.003725585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009840726,"about_ca_topic_score_gemma":0.00962419,"domain_scores_codex":[0.9914603,0.001181194,0.002515773,0.001204927,0.003038545,0.0005992105],"domain_scores_gemma":[0.9595867,0.01472865,0.01576607,0.001078998,0.007428363,0.001411258],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007895242,0.00008117569,0.7561791,0.02946207,0.003491768,0.001142339,0.003957097,0.002237331,0.001615278,0.002809574,0.03635893,0.1618758],"study_design_scores_gemma":[0.00002961357,0.0001053372,0.9025685,0.004547289,0.00119107,0.001361983,0.002777513,0.001114792,0.0006678819,0.0006421879,0.08493221,0.00006146898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4346133,0.212832,0.00121936,0.00439153,0.0004494383,0.0001746399,0.3319609,0.0004770651,0.01388174],"genre_scores_gemma":[0.7092658,0.1077529,0.003326656,0.0006857032,0.0009386853,0.0004915703,0.1745372,0.0001936736,0.002807741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9944828,"threshold_uncertainty_score":0.02917814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753173580822096,"score_gpt":0.3919471548537157,"score_spread":0.3644154190454948,"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."}}