{"id":"W2033312586","doi":"10.1197/j.aem.2005.02.002","title":"Frequent Users of Emergency Department Services","year":2005,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aptose Biosciences (Canada)","funders":"","keywords":"Medicine; Emergency department; Citation; Library science; Psychiatry; Computer science","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":[0.001075881,0.0004067945,0.0007254729,0.0008168474,0.003338428,0.002387131,0.0008574022,0.01604169,0.01288798],"category_scores_gemma":[0.01246731,0.0004055483,0.0005336681,0.0009400523,0.0008271364,0.002046624,0.0008519807,0.00745687,0.002762505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001446529,"about_ca_system_score_gemma":0.00166787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005312684,"about_ca_topic_score_gemma":0.02459355,"domain_scores_codex":[0.9984735,0.0004422194,0.0002687458,0.0001416104,0.0003326651,0.0003412319],"domain_scores_gemma":[0.9911679,0.003670263,0.001797496,0.0004039645,0.001050721,0.00190961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00017405,0.0001294701,0.06658995,0.0002155621,0.00006617051,0.06657949,0.001224706,0.0001035836,0.0007009567,0.003090564,0.8336832,0.02744236],"study_design_scores_gemma":[0.0002082249,0.0003353346,0.1561859,0.001879406,0.0001933235,0.1756161,0.01025539,0.0009342181,0.0005399038,0.007369293,0.6463372,0.0001455813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04386301,0.004121959,0.0003909476,0.8429758,0.01502193,0.00004930703,0.0004275502,0.0001322055,0.09301731],"genre_scores_gemma":[0.2846779,0.005523819,0.0008604065,0.6296415,0.04487815,0.00006151138,0.0003252413,0.0001015089,0.03393006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01604169,"threshold_uncertainty_score":0.0431146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326387847004665,"score_gpt":0.3487883822878538,"score_spread":0.3055245038178072,"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."}}