{"id":"W2045853345","doi":"10.1161/strokeaha.111.635011","title":"Stroke Quality Metrics","year":2011,"lang":"en","type":"review","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Quality (philosophy)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007303018,0.0007248242,0.003315348,0.0007465789,0.00005941048,0.00002976563,0.0005513114,0.0005742828,0.001072297],"category_scores_gemma":[0.000470106,0.000589215,0.001469246,0.0005619313,0.0001174885,0.00005928057,0.0004501865,0.001030915,0.00148776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004057234,"about_ca_system_score_gemma":0.0002895403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006763318,"about_ca_topic_score_gemma":0.00000207491,"domain_scores_codex":[0.9965024,0.0001414655,0.001263402,0.0008494447,0.0005953241,0.0006479915],"domain_scores_gemma":[0.997003,0.0001927806,0.000742821,0.001609307,0.0001158414,0.0003362077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001444015,0.0001225379,0.00009245752,0.01514091,0.001323851,0.00007063578,0.00002444109,3.878446e-9,0.000001062899,0.001376609,0.04973845,0.9320946],"study_design_scores_gemma":[0.0004843323,0.000125586,0.00002823803,0.002783905,0.003655796,0.00005952558,0.0000334107,3.538725e-7,0.000006890842,0.00000712067,0.9923673,0.0004475047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002226407,0.7415416,0.0004247348,0.00002434787,0.0005758376,0.001108114,0.0004713931,0.0001685356,0.2556832],"genre_scores_gemma":[0.000004871312,0.8929002,0.004365831,0.0001618345,0.0005773013,0.0001434724,0.0002935357,0.0001233768,0.1014295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9426289,"threshold_uncertainty_score":0.9998409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312007787460151,"score_gpt":0.3896678099076979,"score_spread":0.2584670311616828,"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."}}