{"id":"W4401928038","doi":"10.3389/falgy.2024.1456077","title":"Association between antibiotic usage during infancy and asthma incidence among children: a population-level ecological study in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Frontiers in Allergy","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Breastfeeding; Incidence (geometry); Asthma; Ecological study; Context (archaeology); Demography; Medicine; Population; Environmental health; Antibiotics; Pediatrics; Geography; Biology; 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":[0.001066427,0.0007260266,0.000823558,0.001790954,0.003264427,0.001819792,0.002188209,0.0005636124,0.002360129],"category_scores_gemma":[0.002311252,0.0005748629,0.001060881,0.005434806,0.0007812938,0.0004345928,0.001295995,0.001255989,0.0003789685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03865269,"about_ca_system_score_gemma":0.05976117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985231,"about_ca_topic_score_gemma":0.9989346,"domain_scores_codex":[0.9986039,0.0001657482,0.0001152521,0.000241291,0.0004342144,0.0004396199],"domain_scores_gemma":[0.99714,0.0001653238,0.0002903666,0.0001037625,0.001583065,0.0007173583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004740043,0.00005176008,0.9890865,0.0001239497,0.0001999742,0.0001500201,0.0005670633,0.0006395691,0.0001713054,0.0002418583,0.004090235,0.00463038],"study_design_scores_gemma":[0.00001498918,0.0000224175,0.9934013,0.0001617856,0.0001115757,0.00008694862,0.001431671,0.001494775,0.00005680887,0.00009545286,0.003097644,0.00002459096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529499,0.004454205,0.001311054,0.002049587,0.00008181118,0.0002318626,0.03273425,0.0001020019,0.006085475],"genre_scores_gemma":[0.9862443,0.001965803,0.00140044,0.000494105,0.00001794516,0.0001267803,0.007341929,0.00003110056,0.00237761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03865269,"threshold_uncertainty_score":0.2804462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008534669024273984,"score_gpt":0.2372630621394971,"score_spread":0.2287283931152231,"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."}}