{"id":"W2144033774","doi":"10.3410/m1-49","title":"Recent advances in management of cerebrovascular diseases","year":2009,"lang":"en","type":"article","venue":"F1000 Medicine Reports","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Intensive care medicine; Blood pressure; Secondary prevention; Internal medicine; Physical therapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0003509169,0.0002044426,0.0005988709,0.0002567644,0.00001764101,0.000002091082,0.00008570078,0.00004816355,0.0005514862],"category_scores_gemma":[0.0001082921,0.0001573113,0.00009712444,0.0005042324,0.00009723948,0.00008897596,0.00005201614,0.0001239081,0.000005711318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308159,"about_ca_system_score_gemma":0.00003415367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001192055,"about_ca_topic_score_gemma":0.000001133568,"domain_scores_codex":[0.9976077,0.0000219358,0.000837355,0.0004354631,0.000803009,0.0002945492],"domain_scores_gemma":[0.998659,0.00002057508,0.0002895533,0.0007717138,0.0000912663,0.0001679002],"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":[0.0002556534,0.0009477334,0.1478109,0.001395998,0.0003600653,0.0123821,0.0003006806,0.00008804084,0.0006604894,0.0004681578,0.07373185,0.7615983],"study_design_scores_gemma":[0.002148741,0.0005139235,0.3109631,0.002092341,0.0005703447,0.0004390073,0.0005909559,0.0000246132,0.0008490199,0.0003988159,0.681228,0.0001810987],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3116791,0.1333537,0.0009288916,0.01687259,0.001153071,0.003116101,0.000003895438,0.0002872694,0.5326054],"genre_scores_gemma":[0.9383512,0.05590707,0.001412235,0.0009241684,0.0002426448,0.00004257633,0.00008241128,0.00002679341,0.003010866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7614173,"threshold_uncertainty_score":0.6414968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008310043944351822,"score_gpt":0.2803645447456818,"score_spread":0.27205450080133,"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."}}