{"id":"W3005902823","doi":"10.1161/str.51.suppl_1.tp79","title":"Abstract TP79: Utilization and Costs Associated With Diagnostic Imaging in Acute Stroke","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Acute stroke; Angiography; Perfusion scanning; Nuclear medicine; Radiology; Medical imaging; Perfusion; Internal medicine","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":[0.006396247,0.0006016134,0.001358977,0.02248636,0.0006399259,0.004218539,0.00136186,0.001029276,0.008611085],"category_scores_gemma":[0.04299503,0.0004228379,0.002220288,0.04747096,0.0006765398,0.00164835,0.001197872,0.0006482654,0.0007148508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01054622,"about_ca_system_score_gemma":0.01805035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1462215,"about_ca_topic_score_gemma":0.1108662,"domain_scores_codex":[0.989351,0.002133216,0.003173829,0.0004152472,0.004627889,0.0002988934],"domain_scores_gemma":[0.9630942,0.02017999,0.00973613,0.0002524655,0.006332288,0.0004049309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0006656593,0.00008513145,0.1096227,0.4884337,0.006487526,0.0008975866,0.001697197,0.001504323,0.0004447367,0.004384119,0.05034806,0.3354293],"study_design_scores_gemma":[0.0002867002,0.0003447075,0.4950769,0.3446635,0.01431461,0.00258521,0.0039885,0.001064398,0.0006531509,0.002275929,0.1346344,0.0001120983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05671655,0.8210672,0.0009680806,0.007308937,0.00056189,0.00101763,0.08427838,0.00008405709,0.02799729],"genre_scores_gemma":[0.3167934,0.6465168,0.003399144,0.001195372,0.0005665526,0.001388755,0.02716264,0.00004500605,0.002932263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1462215,"threshold_uncertainty_score":0.2907408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782584737705433,"score_gpt":0.2633744321042062,"score_spread":0.2455485847271519,"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."}}