{"id":"W2002734342","doi":"10.1136/bmj.b3342","title":"Children with asthma and their families benefit from asthma education","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Emergency department; Medicine; Quality of life (healthcare); Family medicine; Asthma management; Pediatrics; Physical therapy; Emergency medicine; Nursing; Internal medicine","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":[0.0006772146,0.0002782895,0.0006122992,0.0003187976,0.0009215127,0.0005264585,0.0002794397,0.001310219,0.006973507],"category_scores_gemma":[0.004631002,0.000225657,0.000866177,0.0003770014,0.0002576018,0.0007521904,0.0007250023,0.0009145178,0.0002032963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034556,"about_ca_system_score_gemma":0.00151918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008669726,"about_ca_topic_score_gemma":0.01529319,"domain_scores_codex":[0.999556,0.0001601108,0.00001736588,0.00003181837,0.00006529267,0.0001693712],"domain_scores_gemma":[0.9991294,0.0002645954,0.0001591974,0.00002400376,0.00005388243,0.0003689324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01428407,0.009586087,0.1738662,0.005651715,0.001155364,0.003185542,0.002870105,0.000731725,0.0008268402,0.002574014,0.07262229,0.712646],"study_design_scores_gemma":[0.0254601,0.00966937,0.8674329,0.007410059,0.002280201,0.00337481,0.006616224,0.0002766988,0.0005132118,0.003378797,0.07348616,0.0001014877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834655,0.0487983,0.0001581286,0.04765679,0.001094855,0.0003032942,0.0006174385,0.00003917203,0.01786653],"genre_scores_gemma":[0.9610267,0.02761159,0.0007060488,0.005951839,0.0008058153,0.0002496862,0.0003178735,0.0000041287,0.003326175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008669726,"threshold_uncertainty_score":0.02332872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899830250752718,"score_gpt":0.3467553748327244,"score_spread":0.3277570723251972,"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."}}