{"id":"W2345289695","doi":"10.1056/nejm-jw.na41197","title":"Outcomes of Admitted vs. Discharged ED Patients with TIA","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Emergency department; Minor stroke; Emergency medicine; Stenosis; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067561,0.0002813519,0.0007212074,0.0008016293,0.0007690213,0.001441767,0.0006187909,0.0007821468,0.002557322],"category_scores_gemma":[0.007362925,0.0003204828,0.001094559,0.001332203,0.0005274819,0.001032745,0.001067315,0.001298273,0.0003661242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879449,"about_ca_system_score_gemma":0.001840896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06791744,"about_ca_topic_score_gemma":0.08435541,"domain_scores_codex":[0.9990195,0.0001226836,0.0001627828,0.0001626134,0.0001817056,0.000350708],"domain_scores_gemma":[0.9965611,0.000403724,0.001373105,0.0001245079,0.0005565982,0.0009809427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001202319,0.0001531304,0.9942425,0.00003889323,0.0002015945,0.0001400846,0.0004975134,0.00008584009,0.00006645954,0.00008214667,0.0009485733,0.002340854],"study_design_scores_gemma":[0.0001229819,0.0004089302,0.997111,0.00004336747,0.00008830214,0.0001596917,0.001437105,0.0002050413,0.00003035557,0.0001326394,0.0002416962,0.00001901684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968067,0.0002496752,0.00001890926,0.0001723905,0.00002867013,0.00002287073,0.001526538,0.000003418029,0.001170828],"genre_scores_gemma":[0.9969736,0.0001395399,0.00002085851,0.0001165489,0.00002238202,0.00001957922,0.002435443,0.000002438792,0.0002696319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06791744,"threshold_uncertainty_score":0.1350442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006023059692638381,"score_gpt":0.2351272058168466,"score_spread":0.2291041461242082,"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."}}