{"id":"W4417474745","doi":"10.1159/000549653","title":"CT Angiography-for-All: Beyond “Diagnostic Nihilism” in Acute Intracerebral Hemorrhage Care – A Personal View","year":2025,"lang":"en","type":"review","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hotchkiss Brain Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Intracerebral hemorrhage; Stroke (engine); Acute stroke; Computed tomography; Neuroimaging; Ischemic stroke; Magnetic resonance imaging; Endovascular treatment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001973663,0.001271685,0.003933715,0.001343703,0.0001190534,0.0001032514,0.0006984104,0.0003256581,0.0003494661],"category_scores_gemma":[0.000710364,0.001139658,0.007163236,0.001419536,0.000167079,0.0001305696,0.0004836118,0.0006435098,0.00007690035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006386067,"about_ca_system_score_gemma":0.001032554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004855884,"about_ca_topic_score_gemma":0.00001826766,"domain_scores_codex":[0.9951472,0.0002085458,0.001116911,0.001669728,0.0008020141,0.001055621],"domain_scores_gemma":[0.9967046,0.0007834887,0.00034195,0.001464352,0.0001807866,0.0005248475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003502259,0.000377762,0.001316956,0.1838689,0.007266694,0.0009992168,0.0001179728,9.760479e-7,9.161535e-8,0.00004426081,0.02471928,0.7812529],"study_design_scores_gemma":[0.002634187,0.0001393425,0.0004421805,0.03286486,0.06123426,0.0002301112,0.000269202,0.00001677406,8.551224e-7,0.00002687456,0.9011359,0.0010055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009314213,0.988134,0.0001423349,0.000155407,0.0005219377,0.007167624,0.00214778,0.0002267012,0.001411127],"genre_scores_gemma":[0.0002000107,0.9847151,0.000832258,0.0007875652,0.000473968,0.003065185,0.00901194,0.0002017627,0.0007122292],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8764166,"threshold_uncertainty_score":0.9991053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052438671262353,"score_gpt":0.2922495133535037,"score_spread":0.2817251266408802,"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."}}