{"id":"W4307055241","doi":"10.1093/pch/pxac100.070","title":"71 Barriers to providing optimal care to children with medical complexity in the emergency department: A physicians' perspective","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"","keywords":"Emergency department; Medicine; Coding (social sciences); Health care; Pediatric emergency medicine; Family medicine; Population; Nursing; Emergency physician","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":[0.006836023,0.0002733571,0.0003911848,0.0007980927,0.005893272,0.003918144,0.001264249,0.00234292,0.002737202],"category_scores_gemma":[0.02061015,0.000393476,0.0003502427,0.000901741,0.003653197,0.002944574,0.003397842,0.003955796,0.0002323337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143103,"about_ca_system_score_gemma":0.01334016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211865,"about_ca_topic_score_gemma":0.03150275,"domain_scores_codex":[0.9921129,0.004029593,0.0003707686,0.0003053615,0.001007805,0.002173663],"domain_scores_gemma":[0.9765004,0.01208222,0.003226692,0.0001898493,0.002445813,0.005554944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007965414,0.0002200452,0.1062997,0.001452415,0.00005453913,0.008959605,0.8156543,0.0003581828,0.001069135,0.009620484,0.02057761,0.03565423],"study_design_scores_gemma":[0.00001070775,0.00008693199,0.03610514,0.001238595,0.00001780353,0.002101023,0.9258031,0.0001394995,0.0001800124,0.0007423625,0.03354679,0.00002816729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8238474,0.008123054,0.001061176,0.1472413,0.0005252249,0.0000885267,0.0001384629,0.00002685436,0.01894797],"genre_scores_gemma":[0.9849267,0.004643826,0.001209946,0.007815474,0.0001272306,0.00004750599,0.00004039179,0.000009422586,0.001179448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211865,"threshold_uncertainty_score":0.04457158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005647002617533,"score_gpt":0.3677942159168661,"score_spread":0.3377377458906907,"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."}}