{"id":"W3062848705","doi":"10.1093/pch/pxaa068.109","title":"110 Improving Asthma Education in the Emergency Department: A Quality Improvement Initiative","year":2020,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Asthma; Emergency department; PDCA; Action plan; Quality management; Medical record; Emergency medicine; Medical emergency; Family medicine; Pediatrics; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01571989,0.0003428129,0.0003023697,0.00171883,0.0009888196,0.00292385,0.001262734,0.0005258474,0.003929748],"category_scores_gemma":[0.02599367,0.0002559152,0.0006836688,0.002088752,0.0007078498,0.001243404,0.002730485,0.001450423,0.0004600101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482057,"about_ca_system_score_gemma":0.01443318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008323521,"about_ca_topic_score_gemma":0.008777097,"domain_scores_codex":[0.991058,0.004292146,0.0008604348,0.0004243897,0.002598996,0.0007660781],"domain_scores_gemma":[0.9717134,0.005400222,0.007866105,0.00148949,0.006678888,0.006851827],"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":[0.0001646269,0.002217858,0.3373146,0.00195633,0.0001466386,0.00008963031,0.001079436,0.001190933,0.001187985,0.001231513,0.04059545,0.612825],"study_design_scores_gemma":[0.0003864905,0.00194731,0.9405139,0.002227933,0.0001946926,0.0001993045,0.003476929,0.002308178,0.001580362,0.0007211372,0.04639995,0.00004390352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.714399,0.01506064,0.03261162,0.1383122,0.002172927,0.00561911,0.006579095,0.003317456,0.08192788],"genre_scores_gemma":[0.9097643,0.005938252,0.06951722,0.005773136,0.0006687596,0.001427532,0.003802692,0.00007854221,0.003029727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01571989,"threshold_uncertainty_score":0.08313572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624730945030124,"score_gpt":0.4144051775032435,"score_spread":0.3581578680529422,"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."}}