{"id":"W2889045246","doi":"10.1097/pec.0000000000001607","title":"Asthma-Related Educational Needs of Families With Children With Asthma in an Urban Pediatric Emergency Department","year":2018,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Asthma; Emergency department; Guideline; Family medicine; Demographics; Cross-sectional study; Emergency medicine; Pediatrics; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001034926,0.0004207766,0.0004690555,0.0008827397,0.0001546852,0.000006096756,0.0002358413,0.000159183,0.002100873],"category_scores_gemma":[0.00004360143,0.0003142763,0.0001466856,0.002501735,0.0001040801,0.0002216832,0.00005189939,0.0002365313,0.00005984999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362029,"about_ca_system_score_gemma":0.0008734011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041375,"about_ca_topic_score_gemma":0.0003399001,"domain_scores_codex":[0.9974011,0.00009400205,0.0007969323,0.0004921546,0.0006982994,0.0005175212],"domain_scores_gemma":[0.9979361,0.0000158214,0.0003353079,0.0005447594,0.0007610859,0.0004068713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002542489,0.0006758784,0.9918237,0.0002147506,0.00006124338,0.000008830476,0.002956035,0.00003612338,0.00001454779,0.00005044513,0.003168064,0.0007360902],"study_design_scores_gemma":[0.001427139,0.002851131,0.9918202,0.0000143653,0.000389357,0.00001924071,0.002638042,0.000009157069,0.00003866831,0.00001433332,0.0003757768,0.0004025873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846794,0.0120949,0.00001518604,0.00007392896,0.0004980206,0.000809281,0.0001222133,0.00007150791,0.001635554],"genre_scores_gemma":[0.994805,0.001600483,0.0001871738,0.00002554271,0.002406536,0.0001029424,0.000462616,0.00007305626,0.000336599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049442,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006410864025488537,"score_gpt":0.2555236288318842,"score_spread":0.2491127648063956,"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."}}