{"id":"W2049728783","doi":"10.5430/jha.v1n1p1","title":"Emergency department visits by patients with venous thromboembolism, 1998-2009","year":2012,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Ambulatory; Deep vein; Pulmonary embolism; Confidence interval; Emergency medicine; Venous thromboembolism; Diagnosis code; Population; Primary care; Thrombosis; Pediatrics; Surgery; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002023264,0.0001883501,0.0004659329,0.00007919651,0.00008238843,0.00002511855,0.00008781192,0.0000649666,0.0001582679],"category_scores_gemma":[0.00002896059,0.0001366719,0.0001225973,0.0001269181,0.00002211514,0.0004750005,0.00001961932,0.0001557706,0.00004010995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069063,"about_ca_system_score_gemma":0.00008508714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003499534,"about_ca_topic_score_gemma":0.000002374218,"domain_scores_codex":[0.9983624,0.00002713636,0.0005455771,0.0001276479,0.0006207547,0.0003164947],"domain_scores_gemma":[0.9987952,0.00001149357,0.0005163031,0.0001621164,0.0002126923,0.0003022059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005247774,0.04686785,0.7562878,0.0001851503,0.001081801,0.00007344878,0.001347625,0.000006433796,0.0003161961,0.0006661739,0.1868324,0.005810416],"study_design_scores_gemma":[0.001543673,0.03115775,0.9504347,0.00009358791,0.000570352,0.00002902102,0.0001572421,0.000002151076,0.001564563,0.00004909948,0.01418592,0.0002119163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956462,0.0008946312,0.0001580714,0.0004965615,0.0009805457,0.000467141,0.00002169671,0.00001598138,0.00131917],"genre_scores_gemma":[0.9983177,0.0002872725,0.0005082943,0.0001710587,0.0005072792,0.00001068767,0.00008372435,0.00002550662,0.00008853984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194147,"threshold_uncertainty_score":0.5573317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005926935330057266,"score_gpt":0.2458421322380877,"score_spread":0.2399151969080305,"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."}}