{"id":"W2804869255","doi":"10.1093/pch/pxy054.021","title":"PARTNERING OF A FRONTLINE HEALTHCARE TEAM WITH A FAMILY ADVISOR TO IMPROVE ACUTE ASTHMA CARE IN A PEDIATRIC EMERGENCY DEPARTMENT: COST SAVINGS ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Emergency department; Asthma; Triage; Medical emergency; Health care; Emergency medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00370589,0.001170872,0.0009459138,0.0026157,0.0006436424,0.001638968,0.001763003,0.00102538,0.006958423],"category_scores_gemma":[0.01041735,0.0004964558,0.002792413,0.002328898,0.0005680012,0.00132448,0.001242469,0.001061186,0.0002106078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01183501,"about_ca_system_score_gemma":0.006775864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08515194,"about_ca_topic_score_gemma":0.06418277,"domain_scores_codex":[0.9962339,0.001932139,0.0001406098,0.0002943389,0.0004723349,0.0009267168],"domain_scores_gemma":[0.9920307,0.005327378,0.0009085999,0.0002179016,0.0007527128,0.0007627027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01096152,0.01031285,0.3999827,0.00223264,0.005712637,0.001512227,0.0002989818,0.4456111,0.0006549093,0.00745272,0.006209217,0.1090585],"study_design_scores_gemma":[0.002736255,0.0107284,0.2305235,0.0005843136,0.005994727,0.0006618169,0.003556927,0.7360418,0.00116501,0.004254302,0.003589368,0.000163543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882533,0.00160158,0.003023384,0.0007567623,0.00004405652,0.0008248522,0.001729738,0.00003227212,0.003734041],"genre_scores_gemma":[0.9967546,0.0003275205,0.001828338,0.00006228963,0.00001842091,0.0001606271,0.0004423043,0.000003978547,0.0004018072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08515194,"threshold_uncertainty_score":0.1693126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131937155192698,"score_gpt":0.4491595941239089,"score_spread":0.3359658786046391,"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."}}