{"id":"W4416832696","doi":"10.1542/peds.2025-074246mb","title":"Implementation and Effectiveness of Guideline-Recommended Clinical Activities for Children With Asthma. Population-Based Cohort","year":2025,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Guideline; Audit; Cohort; Population; Emergency department; Medical record; Inhaler; Socioeconomic status","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":[],"consensus_categories":[],"category_scores_codex":[0.00289251,0.0003839084,0.0004222053,0.001216627,0.0008407913,0.001121359,0.0008810163,0.0008722977,0.001210662],"category_scores_gemma":[0.0106745,0.0005539981,0.001314797,0.001468976,0.0004181682,0.001016912,0.0008063121,0.001332656,0.0003924484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136407,"about_ca_system_score_gemma":0.00097406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03814158,"about_ca_topic_score_gemma":0.04121061,"domain_scores_codex":[0.9975293,0.0006194871,0.0003144649,0.0004807953,0.0006407776,0.000415161],"domain_scores_gemma":[0.991423,0.001190534,0.004981554,0.0009486942,0.0007635789,0.0006927041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006381072,0.00003864857,0.9992551,0.000005186724,0.00003659523,0.0000188126,0.00007118955,0.0000123729,0.00001388194,0.000005041221,0.00006541354,0.0004138869],"study_design_scores_gemma":[0.000006653025,0.0001391815,0.9995403,0.000003642311,0.00001783676,0.00005957153,0.00009466516,0.00004899258,0.00001378623,0.000003988308,0.00006922727,0.000002197784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978585,0.0002259136,0.00003211401,0.00003920996,0.0000082737,0.00002576629,0.001558042,0.00000358385,0.0002484883],"genre_scores_gemma":[0.9983683,0.0001186951,0.00006397702,0.00002206281,0.000006742755,0.00003104852,0.001225729,0.000003136435,0.0001602211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03814158,"threshold_uncertainty_score":0.07583916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186754261733977,"score_gpt":0.3676235597103613,"score_spread":0.3557560170930215,"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."}}