{"id":"W2897819981","doi":"10.1161/str.49.suppl_1.99","title":"Abstract 99: Diagnosis of Uncertain Origin Benign Transient Events (DOUBT)","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; University of British Columbia; Université Laval; University of Calgary; University of Victoria; Université de Sherbrooke","funders":"","keywords":"Medicine; Stroke (engine); Prospective cohort study; Neuroimaging; Cohort; Neurological examination; Lesion; Observational study; Internal medicine; Pediatrics; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001842021,0.0003927524,0.0006718391,0.001216573,0.0005998997,0.0007974903,0.0005945989,0.0007479655,0.004622841],"category_scores_gemma":[0.01062787,0.0002165294,0.0005225258,0.001214383,0.000809536,0.0004639253,0.0007616259,0.0005862433,0.0005410833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719191,"about_ca_system_score_gemma":0.0006520678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004721763,"about_ca_topic_score_gemma":0.003406023,"domain_scores_codex":[0.9984455,0.0003834066,0.0003017339,0.0002671909,0.0003607485,0.0002414513],"domain_scores_gemma":[0.9905913,0.002624992,0.00487716,0.0003729816,0.0007017811,0.000831779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0008946075,0.00001838632,0.9939365,0.0001720169,0.00006708392,0.001119572,0.00003525354,0.00004727164,0.0001136363,0.00009681074,0.0004076635,0.003091094],"study_design_scores_gemma":[0.0000831853,0.0002706641,0.9863045,0.0001748734,0.000196502,0.01122443,0.0001249243,0.0004592744,0.0001673211,0.0003107544,0.0006715019,0.0000121701],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872592,0.005364873,0.0007409246,0.0003229426,0.00008222421,0.00014408,0.001996638,0.00003426945,0.004054776],"genre_scores_gemma":[0.99842,0.0003194636,0.0001402359,0.00006832947,0.00008417951,0.00001447765,0.0008030019,0.000002856801,0.0001474763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004721763,"threshold_uncertainty_score":0.01546496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772506095108621,"score_gpt":0.3024202573245816,"score_spread":0.2746951963734953,"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."}}