{"id":"W7087864565","doi":"","title":"Global Research Trends in Childhood Asthma and the Microbiome: A Bibliometric Analysis of 2000 to 2024","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Thematic map; Service (business); Thematic analysis; Bibliometrics; Community health; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.003958988,0.000144153,0.0006711073,0.04285697,0.0002126545,0.001032358,0.00189583,0.00005656725,0.005004358],"category_scores_gemma":[0.0002903269,0.00009919085,0.000159636,0.2097301,0.0002669601,0.0004375456,0.0009257126,0.0001356595,0.00000904595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008118935,"about_ca_system_score_gemma":0.0001226886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326174,"about_ca_topic_score_gemma":0.0005469231,"domain_scores_codex":[0.9976522,0.0004298262,0.0007280923,0.0003897206,0.000455805,0.0003443959],"domain_scores_gemma":[0.998361,0.0005470962,0.0002331345,0.0004708512,0.0002565563,0.0001313785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000190824,0.0004568553,0.3019854,0.00002046586,0.0002380839,0.000002533293,0.0002399823,0.0002367538,0.6206739,0.0010503,0.02120685,0.05369808],"study_design_scores_gemma":[0.0004370361,0.00000533286,0.9205242,0.00009371667,0.0001296015,0.000001010091,0.00008328751,0.00005632971,0.07476703,0.001789478,0.002013676,0.0000992681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849408,0.01005434,0.00002929392,0.0009450399,0.00008633253,0.0002741926,0.0001370659,0.000006680293,0.003526317],"genre_scores_gemma":[0.9971964,0.002083621,0.0001100358,0.0001178009,0.00001864752,0.00005345636,0.000002658232,0.000006337694,0.0004110652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185389,"threshold_uncertainty_score":0.9959052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702915160428632,"score_gpt":0.5585511339404221,"score_spread":0.3882596178975589,"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."}}