{"id":"W2765424284","doi":"10.1161/str.48.suppl_1.176","title":"Abstract 176: HERMES: Collaterals at Angiography Guide Clinical Outcomes","year":2017,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Collateral circulation; Angiography; Stroke (engine); Radiology; Occlusion; Internal medicine; Observational study; Cardiology","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":[0.005025686,0.0004764053,0.0005148106,0.001240984,0.0001845071,0.001027226,0.0003815686,0.0003674037,0.01593082],"category_scores_gemma":[0.01311259,0.0001620667,0.0003533359,0.0008782407,0.0006615436,0.0008380086,0.0006471516,0.0006811662,0.001988228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002985741,"about_ca_system_score_gemma":0.0006112159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008036033,"about_ca_topic_score_gemma":0.001067817,"domain_scores_codex":[0.9983267,0.0009489145,0.0001458916,0.0002300051,0.000259236,0.00008923816],"domain_scores_gemma":[0.9912758,0.003833571,0.002609937,0.0006396346,0.001057031,0.0005840386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004787177,0.00009804526,0.917974,0.0002753469,0.0003332914,0.0001591822,0.0001408588,0.0005941386,0.0009536814,0.0007795437,0.01166569,0.062239],"study_design_scores_gemma":[0.0003039188,0.0009391349,0.9819986,0.0002839984,0.0003607031,0.0007335467,0.0001208554,0.005163238,0.0007928842,0.003415041,0.00585028,0.00003789608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94044,0.007961734,0.01129092,0.005864035,0.0005553375,0.0003984497,0.009356989,0.0004002814,0.02373215],"genre_scores_gemma":[0.9898016,0.0007875661,0.004009954,0.000263379,0.0006810696,0.0001186274,0.001647674,0.00004857264,0.002641481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593082,"threshold_uncertainty_score":0.05329394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314819027035126,"score_gpt":0.3718855667558845,"score_spread":0.3287373764855333,"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."}}