{"id":"W2914774033","doi":"10.1161/str.50.suppl_1.wp380","title":"Abstract WP380: Hospital-Level Variability in Diagnostic Testing and Ischemic Stroke Subtype Documentation","year":2019,"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 Calgary","funders":"","keywords":"Medicine; Stroke (engine); Documentation; Internal medicine; Medical record; Ischemic stroke; Emergency medicine; Cardiology; Ischemia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007113244,0.0002323348,0.0003621258,0.001774229,0.000358272,0.00113972,0.0008183757,0.0004055952,0.002693242],"category_scores_gemma":[0.03303616,0.0002211735,0.0004844107,0.00364156,0.00032585,0.0008630239,0.001433256,0.0005036125,0.0007072766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415987,"about_ca_system_score_gemma":0.000597832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006278581,"about_ca_topic_score_gemma":0.005267596,"domain_scores_codex":[0.9916813,0.002617539,0.002546213,0.001208308,0.001508109,0.000438662],"domain_scores_gemma":[0.9464853,0.01440358,0.02774174,0.004575197,0.005716205,0.001077986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005816708,0.00001027211,0.9954315,0.00002123391,0.00006833094,0.00001977102,0.00009006825,0.00007661554,0.00005953018,0.00002838852,0.0008334295,0.003302716],"study_design_scores_gemma":[0.000003988334,0.00002614268,0.9986179,0.00002449948,0.00001793528,0.0001026365,0.0001670495,0.0004101443,0.00010762,0.00005268683,0.0004645977,0.000004813649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841345,0.000448502,0.001740637,0.0003852376,0.00003948759,0.0000529848,0.01049295,0.00007585736,0.002629775],"genre_scores_gemma":[0.9945814,0.00007115371,0.0005571548,0.00006408736,0.00002287037,0.00003566121,0.004455387,0.00001885914,0.0001933509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007113244,"threshold_uncertainty_score":0.03761888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488929731965725,"score_gpt":0.2610789249976622,"score_spread":0.246189627678005,"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."}}