{"id":"W6995743495","doi":"","title":"Perfusion CT in acute stroke: prediction of radiological and clinical outcomes through a qualitative and quantitative Alberta stroke program early stroke assessment","year":2012,"lang":"en","type":"article","venue":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Radiological weapon; Stroke (engine); Acute stroke; Perfusion scanning; Computed tomography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002163673,0.0001845383,0.000697248,0.0006928201,0.0002977124,0.00001391387,0.0002482419,0.0001872032,0.00003909504],"category_scores_gemma":[0.0002589489,0.0001930844,0.0001855124,0.0003767617,0.001635558,0.002291626,0.0004112567,0.0005263829,0.0000085879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830094,"about_ca_system_score_gemma":0.0003702755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002624521,"about_ca_topic_score_gemma":0.00006532069,"domain_scores_codex":[0.9971561,0.0005288988,0.0005413591,0.0002556265,0.001164241,0.00035382],"domain_scores_gemma":[0.9978148,0.0005786407,0.0004715781,0.0002481446,0.000661124,0.0002256544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004716461,0.001081035,0.8675026,0.00124488,0.001757091,0.00006373988,0.05302484,0.00005569732,0.0005563087,0.06300369,0.001095723,0.005897931],"study_design_scores_gemma":[0.004896809,0.001336264,0.8276667,0.0003323446,0.0001829098,0.00003675274,0.1599314,0.002791773,0.00002765897,0.000008737631,0.002661322,0.0001273389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707775,0.00004865531,0.006213902,0.0004448498,0.00008448264,0.001311827,0.0005079553,0.00003103142,0.02057979],"genre_scores_gemma":[0.9843689,0.0002355233,0.0145598,0.000009218978,0.00001143495,0.000001042575,0.0001202957,0.000004081867,0.0006896909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069065,"threshold_uncertainty_score":0.7873752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457195701520716,"score_gpt":0.4143636253909636,"score_spread":0.268644055238892,"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."}}