{"id":"W4223522731","doi":"10.1002/emp2.12716","title":"Bedside echocardiography evaluation of a male with transient global amnesia","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Emergency Physicians Open","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon Regional Health Authority","funders":"","keywords":"Medicine; Aortic dissection; Chest pain; Transient global amnesia; Physical examination; Cardiology; Radiology; Anesthesia; Internal medicine; Surgery; Amnesia; Aorta","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004878307,0.0001288284,0.0005976747,0.00008344821,0.0001023188,0.000002678214,0.0004653947,0.000008030468,0.0001768333],"category_scores_gemma":[0.00001483646,0.00008346765,0.0005145959,0.001468133,0.0001304528,0.0001091768,0.0001007442,0.0001022708,3.348617e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177517,"about_ca_system_score_gemma":0.000443471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717773,"about_ca_topic_score_gemma":0.00001816956,"domain_scores_codex":[0.9977928,0.0002464679,0.0005009532,0.0001309343,0.001189791,0.0001390672],"domain_scores_gemma":[0.9980093,0.00001414657,0.001189326,0.0003485564,0.0003750927,0.00006356226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01235291,0.009388696,0.8839849,0.0001502743,0.01094197,0.0001609705,0.001563059,0.01668223,0.003902002,0.001063779,0.03026052,0.02954868],"study_design_scores_gemma":[0.005562832,0.005648798,0.9613928,0.0002012367,0.00919483,0.0001693384,0.0131808,0.0007251091,0.001511611,0.001393455,0.0007878284,0.0002313704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917332,0.0003207041,0.00006165899,0.00101396,0.0001352165,0.0008278944,0.0001746223,0.000002215076,0.005730551],"genre_scores_gemma":[0.9990401,0.00004279443,0.0006235302,0.00008711305,0.00004810222,0.00003953587,0.000003512153,0.00001311313,0.0001022097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740788,"threshold_uncertainty_score":0.3403712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392207708469473,"score_gpt":0.3220406294763505,"score_spread":0.2881185523916557,"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."}}