{"id":"W2767544582","doi":"10.1161/str.48.suppl_1.tp325","title":"Abstract TP325: Lack of Early Improvement Predicts Poor Clinical Outcome Following Acute Intracerebral Hemorrhage","year":2017,"lang":"en","type":"article","venue":"Stroke","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dartmouth General Hospital; Hôpital Charles-Le Moyne; Sunnybrook Hospital; Ontario Brain Institute","funders":"","keywords":"Medicine; Receiver operating characteristic; Youden's J statistic; Logistic regression; Cutoff; Cohort; Internal medicine; Outcome (game theory); Intracerebral hemorrhage; Area under the curve; Subarachnoid hemorrhage","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":[0.001589175,0.0004457798,0.0003508302,0.0009656515,0.0002300222,0.0008718361,0.0003836307,0.0004314815,0.00229672],"category_scores_gemma":[0.006822265,0.00009935281,0.000447783,0.0007663319,0.0004091123,0.0005078023,0.0005271741,0.000534239,0.0005437881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003753694,"about_ca_system_score_gemma":0.0003210384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824315,"about_ca_topic_score_gemma":0.001845277,"domain_scores_codex":[0.9994391,0.0001809393,0.00008925108,0.0001062942,0.0001255572,0.00005885262],"domain_scores_gemma":[0.9948925,0.001455372,0.002407727,0.0002086153,0.0006044279,0.0004314717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003218777,0.0000201886,0.9962116,0.00001748418,0.00005435085,0.00004613802,0.00001166763,0.0002383848,0.0001810025,0.00001208694,0.000187695,0.002697593],"study_design_scores_gemma":[0.00001114978,0.0001742851,0.9969509,0.00001375766,0.00004477674,0.0003185596,0.00003574434,0.001972279,0.0002366817,0.0001166336,0.0001183206,0.00000687172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975369,0.0002960137,0.0004352615,0.0001329379,0.00001433381,0.00001375168,0.0005784314,0.00002094453,0.0009713637],"genre_scores_gemma":[0.9990873,0.00004396552,0.0002255053,0.00002143446,0.00001706282,0.000006316177,0.0004745089,0.000003011428,0.0001208615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00229672,"threshold_uncertainty_score":0.008404493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08195038328297409,"score_gpt":0.4086450051904045,"score_spread":0.3266946219074304,"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."}}