{"id":"W1887136843","doi":"10.1161/str.45.suppl_1.tp31","title":"Abstract T P31: Microembolus (MES) Detection by TCD in Acute Stroke Service","year":2014,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Stroke (engine); Interquartile range; Subarachnoid hemorrhage; Middle cerebral artery; Internal medicine; Acute stroke; Cardiology; Ischemia","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":[0.0004777414,0.0001913233,0.0001602972,0.001423007,0.0003405964,0.0005450327,0.0003011295,0.0002178938,0.002894683],"category_scores_gemma":[0.00283535,0.0001284179,0.0001505614,0.001253107,0.0003574881,0.0002723578,0.0004148024,0.0002762596,0.0005432027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768374,"about_ca_system_score_gemma":0.0007573679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00952585,"about_ca_topic_score_gemma":0.01016022,"domain_scores_codex":[0.9994314,0.0001010375,0.0001037398,0.00006184082,0.0001865944,0.0001152826],"domain_scores_gemma":[0.9983159,0.0002353551,0.0008799487,0.00004883243,0.0002915535,0.0002284287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004721957,0.00001155205,0.9981124,0.000008124858,0.000005224295,0.0002026631,0.00003468566,0.00001733226,0.00018794,0.000009098013,0.000149801,0.001213855],"study_design_scores_gemma":[0.000003726325,0.00008158514,0.9974425,0.000009049407,0.00001092835,0.001507196,0.000163597,0.0002077689,0.0003677995,0.00002828281,0.0001753065,0.000002330788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9983768,0.0002132374,0.0001802954,0.00008310393,0.000006313503,0.00002160385,0.0002448087,0.000008307155,0.0008654426],"genre_scores_gemma":[0.9995199,0.00007142278,0.0001128424,0.00001483035,0.00001045348,0.000005494984,0.0001496824,0.000001069231,0.0001142921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00952585,"threshold_uncertainty_score":0.01894081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006995713469788211,"score_gpt":0.2392498001698158,"score_spread":0.2322540867000275,"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."}}