{"id":"W2607412263","doi":"10.1097/pec.0000000000001140","title":"Education in the Waiting Room","year":2017,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Emergency department; Presentation (obstetrics); Observational study; Ambulatory; Family medicine; Pediatrics; Descriptive statistics; Emergency medicine; Nursing; Surgery","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":[0.0008932805,0.0001719241,0.0001169342,0.0001861063,0.0008132139,0.0005758459,0.0004104946,0.000517751,0.01206473],"category_scores_gemma":[0.005076293,0.0001269382,0.0002215629,0.0001266641,0.0004978271,0.0007524471,0.0008111495,0.001034231,0.0006369963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008863917,"about_ca_system_score_gemma":0.001896721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120345,"about_ca_topic_score_gemma":0.01033237,"domain_scores_codex":[0.9993427,0.0002041402,0.00003679968,0.00005009531,0.000134473,0.0002317002],"domain_scores_gemma":[0.9960753,0.000771929,0.001174335,0.00009949928,0.0003200852,0.001558694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003517266,0.001639055,0.6881154,0.001168748,0.00004157457,0.004748486,0.02921831,0.0002537742,0.004963591,0.001133249,0.03383629,0.2345298],"study_design_scores_gemma":[0.00009040527,0.004190698,0.8083963,0.001854726,0.0001191537,0.010587,0.09153146,0.0006338585,0.0021129,0.0007799953,0.07961733,0.00008623611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.98365,0.001305488,0.0007546232,0.004141018,0.0002262637,0.0000537384,0.0001025894,0.00007603181,0.00969022],"genre_scores_gemma":[0.9949368,0.0007823581,0.0007840761,0.001125593,0.00008701644,0.0000236329,0.00006345553,0.000009080975,0.002187897],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01206473,"threshold_uncertainty_score":0.04036051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877765277841121,"score_gpt":0.3355218616866473,"score_spread":0.3167442089082361,"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."}}