{"id":"W3126042408","doi":"10.1161/jaha.120.018248","title":"Noncontrast Computed Tomography Markers as Predictors of Revised Hematoma Expansion in Acute Intracerebral Hemorrhage","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hematoma; Intracerebral hemorrhage; Intraventricular hemorrhage; Midline shift; Radiology; Logistic regression; Computed tomography; Confounding; Receiver operating characteristic; Internal medicine; Subarachnoid hemorrhage; Gestational age","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":[0.0008110977,0.0003830485,0.0003185849,0.001380893,0.0001973852,0.0005765461,0.0003273998,0.0002507982,0.000627137],"category_scores_gemma":[0.009020139,0.0001417708,0.0002139445,0.001051051,0.0003497769,0.0004910867,0.0003859584,0.0004568249,0.00008521622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467779,"about_ca_system_score_gemma":0.0004392993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339337,"about_ca_topic_score_gemma":0.001295796,"domain_scores_codex":[0.9995316,0.0001379871,0.00009315449,0.00004646365,0.0001254879,0.00006528859],"domain_scores_gemma":[0.9927614,0.002859171,0.0030493,0.0002335517,0.0005362222,0.0005603941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228852,0.000009321449,0.9986625,0.000005490464,0.000008493575,0.0001071906,0.00001000633,0.000094572,0.00006801743,0.000008723485,0.0000223916,0.0008804922],"study_design_scores_gemma":[0.0000121695,0.0001305318,0.9963276,0.00001207592,0.00003273191,0.001062605,0.0000683326,0.001841149,0.0003391117,0.00007833893,0.00008927734,0.000006167789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999126,0.0003729546,0.0001770914,0.00003049726,0.000005052685,0.00001207446,0.00008989555,0.000005082353,0.0001813744],"genre_scores_gemma":[0.9995171,0.00009559439,0.0002258288,0.000006126205,0.00001257157,0.000007333975,0.0001140646,0.000001024703,0.00002021252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001380893,"threshold_uncertainty_score":0.004289567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615220699468654,"score_gpt":0.2690392041769653,"score_spread":0.2624239834774967,"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."}}