{"id":"W4411162725","doi":"10.1177/15910199251342424","title":"De Novo brain arteriovenous malformations in alcohol-related cirrhosis","year":2025,"lang":"en","type":"review","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Arteriovenous malformation; Cirrhosis; Radiology; Internal medicine","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":[0.0001580772,0.0004387163,0.0004628634,0.001425208,0.0002750184,0.0006378602,0.0004174924,0.0008657026,0.001433635],"category_scores_gemma":[0.0005709896,0.0001472976,0.0002095793,0.001005406,0.000338472,0.0007598744,0.0003813928,0.000891148,0.0004719072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002702989,"about_ca_system_score_gemma":0.0006566259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091268,"about_ca_topic_score_gemma":0.002373074,"domain_scores_codex":[0.9999101,0.00001872315,0.00001715778,0.00001708955,0.00002159423,0.00001532059],"domain_scores_gemma":[0.9998264,0.00008025215,0.00004689435,0.000006299498,0.00002293304,0.00001738203],"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":[0.00008846463,0.00005956541,0.004336663,0.01451983,0.0001783038,0.08324619,0.0003862018,0.0005601929,0.004443369,0.003949865,0.01805061,0.8701808],"study_design_scores_gemma":[0.00002465771,0.00009303167,0.007046567,0.004449127,0.0002935847,0.5461806,0.000357128,0.0003162785,0.001765487,0.003416274,0.4360137,0.00004356616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002751719,0.9939826,0.0003431207,0.0005543941,0.0001598956,0.000005069941,0.00001761026,0.00001339945,0.002172125],"genre_scores_gemma":[0.03574434,0.9613612,0.0006186066,0.0005679728,0.0006635115,0.000006766822,0.00004919441,0.000004332514,0.0009840984],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001433635,"threshold_uncertainty_score":0.004796028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480650572509769,"score_gpt":0.380947951325785,"score_spread":0.3361414456006873,"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."}}