{"id":"W4408802580","doi":"10.1136/jnis-2025-023103","title":"Association of baseline infarct size, reperfusion grade and intracranial hemorrhage in patients undergoing thrombectomy","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Intracerebral hemorrhage; Stroke (engine); Hematoma; Logistic regression; Internal medicine; Cardiology; Anesthesia; Surgery; Subarachnoid hemorrhage","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260696,0.0001041915,0.0004267001,0.0004057093,0.00002159172,0.0000114676,0.00005256218,0.00005304046,0.0001191663],"category_scores_gemma":[0.003442218,0.00009510791,0.0003105266,0.0002575441,0.00002188119,0.0001399293,0.00008019905,0.000255985,7.434907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001856699,"about_ca_system_score_gemma":0.00009900072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009539585,"about_ca_topic_score_gemma":0.0000069239,"domain_scores_codex":[0.9980929,0.0001382907,0.001024888,0.0001294978,0.0004820288,0.0001323383],"domain_scores_gemma":[0.9974672,0.001403329,0.0007536987,0.00009066895,0.0002375038,0.00004757542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005112202,0.0006785557,0.977227,0.0003627098,0.0001444635,0.0001603856,0.00001160853,0.000008405108,0.003756963,0.00001017697,0.01369356,0.003434894],"study_design_scores_gemma":[0.002736435,0.0002205355,0.9938012,0.001179759,0.0001422262,0.00007043694,0.00002099376,0.0002473228,0.0009731094,0.0000884845,0.0004613761,0.00005811284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954735,0.0001238572,0.0002751178,0.003259999,0.0004758705,0.000119861,0.00000581577,0.000005346043,0.0002606501],"genre_scores_gemma":[0.9981493,0.000109173,0.0006616914,0.0003712222,0.00008391312,8.697536e-7,0.000008094718,0.000008985529,0.0006067538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657415,"threshold_uncertainty_score":0.4120905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177547124514685,"score_gpt":0.2617644185638701,"score_spread":0.2499889473187233,"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."}}