{"id":"W4409089771","doi":"10.1177/23969873251330186","title":"Initial intraventricular involvement and early intracerebral hematoma retraction: The “ventricular washout”","year":2025,"lang":"en","type":"article","venue":"European Stroke Journal","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; University of Calgary","funders":"","keywords":"Medicine; Intraventricular hemorrhage; Intracerebral hemorrhage; Hematoma; Subarachnoid hemorrhage; Cerebrospinal fluid; Cardiology; Logistic regression; Anesthesia; Internal medicine; Radiology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005901916,0.0003440344,0.0004183019,0.0007906103,0.0002000657,0.0005847405,0.0003090409,0.0002820905,0.001813643],"category_scores_gemma":[0.002145508,0.0001105964,0.0004556424,0.0006432327,0.0004070536,0.0004835635,0.0004169394,0.0003609651,0.0001900859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699769,"about_ca_system_score_gemma":0.0002500673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008711366,"about_ca_topic_score_gemma":0.0006535327,"domain_scores_codex":[0.9996381,0.00008984775,0.00006326247,0.00007115165,0.00008094512,0.00005676216],"domain_scores_gemma":[0.9976256,0.0005451042,0.001320186,0.0001382065,0.0001387406,0.0002320093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005600577,0.00002292452,0.9958767,0.00001963497,0.00009018986,0.000398541,0.00001845548,0.00005783138,0.0005812783,0.00001598882,0.00005024592,0.00230813],"study_design_scores_gemma":[0.00001225203,0.0001599345,0.9975611,0.000009817276,0.00004643737,0.001561631,0.00004385253,0.0002304626,0.0002509246,0.00004046891,0.00007861872,0.000004415643],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987254,0.00051683,0.0001866548,0.0000300019,0.000006742278,0.000006862897,0.000137546,0.000004544615,0.0003853612],"genre_scores_gemma":[0.9995791,0.0000953492,0.00007620455,0.000008266314,0.00002068382,0.000003511147,0.0001548496,0.00000111512,0.00006088943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001813643,"threshold_uncertainty_score":0.006067276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330292233034636,"score_gpt":0.282968111519122,"score_spread":0.2696651891887756,"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."}}