{"id":"W2897582587","doi":"10.1371/journal.pone.0205436","title":"Early hematoma retraction in intracerebral hemorrhage is uncommon and does not predict outcome","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Intracerebral hemorrhage; Hematoma; Interquartile range; Modified Rankin Scale; Intraventricular hemorrhage; Hemostasis; Incidence (geometry); Retrospective cohort study; Surgery; Anesthesia; Glasgow Coma Scale; Internal medicine; Ischemic stroke; Ischemia; Gestational age","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062852,0.0003393621,0.0005588037,0.0008003299,0.0003516983,0.0006969466,0.0005218367,0.0005587664,0.001408492],"category_scores_gemma":[0.006948219,0.0001901182,0.0003391285,0.0008527376,0.0006504693,0.0006473912,0.0004956505,0.0005585486,0.000362079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425217,"about_ca_system_score_gemma":0.0004032501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006890761,"about_ca_topic_score_gemma":0.0006472724,"domain_scores_codex":[0.999268,0.0001353532,0.0001348976,0.0001242093,0.0002200771,0.0001175872],"domain_scores_gemma":[0.9918022,0.001785372,0.004638574,0.0004293868,0.0005085429,0.0008359583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001768042,0.00001325791,0.9976311,0.00001273764,0.00001959054,0.0006258726,0.00001704738,0.00002070563,0.0001932008,0.000008095716,0.00003108218,0.001250578],"study_design_scores_gemma":[0.000007916662,0.0002336773,0.9941115,0.00001268113,0.00002483705,0.005103097,0.00008702172,0.00013153,0.0001395411,0.00005826871,0.00008448668,0.000005415732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987602,0.000529409,0.0001310675,0.00004598791,0.00001134203,0.000009005555,0.0001057308,0.000005663516,0.000401621],"genre_scores_gemma":[0.9995882,0.0001413127,0.00006114836,0.00001065246,0.00002701886,0.000003638659,0.0001343521,0.000001019812,0.00003260259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408492,"threshold_uncertainty_score":0.005620956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747927093124971,"score_gpt":0.2868304337468646,"score_spread":0.2393511628156149,"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."}}