{"id":"W2590194124","doi":"10.1016/j.jemermed.2017.01.009","title":"Emergency Department Return Visits Within a Large Geographic Area","year":2017,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Emergency department; Medical emergency; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004973889,0.0003275175,0.0005140638,0.001855651,0.002351952,0.001370934,0.0006327789,0.0007989583,0.003182359],"category_scores_gemma":[0.002939339,0.000360024,0.0004148295,0.002921855,0.0007880371,0.00150513,0.001740127,0.0006734041,0.0004596421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047535,"about_ca_system_score_gemma":0.001586395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04504616,"about_ca_topic_score_gemma":0.1153086,"domain_scores_codex":[0.998611,0.0005218373,0.0001356874,0.0002750797,0.0001826689,0.0002737252],"domain_scores_gemma":[0.9967402,0.0007197488,0.001238708,0.0001883477,0.0004210024,0.0006920234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001609228,0.0002488739,0.992126,0.00007027246,0.0001179555,0.001343665,0.002239804,0.00009859383,0.0006117949,0.0001081712,0.0005333486,0.002340454],"study_design_scores_gemma":[0.00001630208,0.0001598863,0.9871644,0.00002620064,0.00003188969,0.001107934,0.01049778,0.0001400516,0.00005752989,0.00005413373,0.0007305102,0.00001338195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979454,0.0002125166,0.000107905,0.0001506254,0.000007955777,0.00004685351,0.0003982457,0.000005116737,0.0011254],"genre_scores_gemma":[0.9987264,0.0001980086,0.0001825117,0.0001353191,0.00004937456,0.00004283368,0.0003570847,0.000003917483,0.0003046084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04504616,"threshold_uncertainty_score":0.0895679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04804777428669746,"score_gpt":0.3572548495001549,"score_spread":0.3092070752134575,"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."}}