{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001769538,0.000229818,0.0005522073,0.0007286057,0.00008895653,0.000006898728,0.0002263152,0.0001966186,0.00004174308],"category_scores_gemma":[0.0007982677,0.0001960356,0.0001075875,0.0009393777,0.00005688425,0.00004871362,0.00008282279,0.000541342,0.00001307938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273369,"about_ca_system_score_gemma":0.004952824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4127996,"about_ca_topic_score_gemma":0.4026081,"domain_scores_codex":[0.9983788,0.0002615289,0.0005363667,0.0002162912,0.0002034187,0.0004035626],"domain_scores_gemma":[0.9984657,0.000498982,0.0002075549,0.0005159285,0.000130112,0.0001817239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499839,0.002666113,0.9520612,0.000325733,0.00002016316,0.00001643235,0.00006699857,0.000007422769,0.000005540237,0.0001695659,0.005776898,0.0387339],"study_design_scores_gemma":[0.0009000257,0.0005975199,0.9887105,0.00001535455,0.00009004197,0.000007946562,0.0002413492,0.000009821226,0.00003970328,0.0001043954,0.009150002,0.000133361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921684,0.00092855,0.000001894267,0.002565251,0.0005820725,0.0008317434,0.00001493938,0.00003781646,0.002869319],"genre_scores_gemma":[0.9971834,0.0001720636,0.00005871157,0.001495917,0.0002151816,0.0001559186,0.00004856038,0.00001670715,0.0006535188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03860053,"threshold_uncertainty_score":0.8786097,"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."}}