{"id":"W4415194698","doi":"10.1002/ppul.71326","title":"Impacts of Community Pediatric Asthma Education Program on Asthma Outcomes in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Calgary; University of Alberta","funders":"Alberta Health Services","keywords":"Asthma; Asthma management; Respiratory disease; El Niño; Patient education; Health education; MEDLINE; Program evaluation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009735136,0.0003871794,0.0003084848,0.0007813717,0.001912391,0.001188401,0.001285315,0.0004047702,0.002078072],"category_scores_gemma":[0.002215783,0.0001995122,0.0005614375,0.002100009,0.0004805021,0.0002762145,0.001103888,0.0007222621,0.0001604366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04142146,"about_ca_system_score_gemma":0.08166622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959624,"about_ca_topic_score_gemma":0.9973611,"domain_scores_codex":[0.997885,0.0002217342,0.00006185682,0.0001281698,0.0009031652,0.000800033],"domain_scores_gemma":[0.9975467,0.000117808,0.0003691994,0.00003638406,0.001008537,0.0009212438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003675577,0.0003308316,0.9509636,0.0002071576,0.0001576463,0.0003055177,0.0005484705,0.0006241137,0.0002535467,0.0003538766,0.008074359,0.03781344],"study_design_scores_gemma":[0.00004196215,0.00009329994,0.9964164,0.0001238532,0.00005903593,0.00006782739,0.0008021065,0.0002929602,0.00005512897,0.00003116938,0.002006888,0.000009224967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689434,0.00632912,0.0001637549,0.003611918,0.0001172837,0.0001726098,0.006400255,0.00006014349,0.01420158],"genre_scores_gemma":[0.9920058,0.002665327,0.0003869848,0.0004705151,0.00002880636,0.00005242899,0.002043827,0.000008305572,0.002338035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04142146,"threshold_uncertainty_score":0.3005351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008387066933318305,"score_gpt":0.2929060196014219,"score_spread":0.2845189526681036,"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."}}