{"id":"W2913014969","doi":"10.1161/str.50.suppl_1.tp585","title":"Abstract TP585: Long-Term Outcomes in Unruptured Brain Arteriovenous Malformation Patients: The Multicenter Arteriovenous Malformation Research Study (MARS)","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Toronto Western Hospital","funders":"","keywords":"Medicine; Observational study; Arteriovenous malformation; Randomized controlled trial; Population; Generalizability theory; Referral; Intensive care medicine; Emergency medicine; Pediatrics; Internal medicine; Surgery; Family 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":[0.01364751,0.0008873018,0.001293123,0.0009845307,0.0005213895,0.001635909,0.001182376,0.001091747,0.002237241],"category_scores_gemma":[0.02313065,0.0003897684,0.004507789,0.002397804,0.0004807621,0.0008929039,0.0009910474,0.001228551,0.000284964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004628133,"about_ca_system_score_gemma":0.0008655211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494445,"about_ca_topic_score_gemma":0.002371234,"domain_scores_codex":[0.9934489,0.004152972,0.0007475517,0.0009557708,0.0005088648,0.0001859419],"domain_scores_gemma":[0.9821674,0.007931666,0.005549068,0.002388941,0.001212029,0.0007509656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02186056,0.0002530912,0.8498152,0.004720655,0.08142528,0.0004332587,0.0003355828,0.001862438,0.001243344,0.001438546,0.01034127,0.02627056],"study_design_scores_gemma":[0.007072005,0.003507167,0.8877167,0.001774763,0.08123537,0.0007755479,0.0002404791,0.002809699,0.001008922,0.00294623,0.01080571,0.0001074799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815674,0.05608132,0.007285248,0.007849186,0.0008565349,0.0005627306,0.04208082,0.0001819964,0.003534843],"genre_scores_gemma":[0.9760006,0.003392451,0.003865791,0.001248047,0.0006951642,0.001061553,0.01301655,0.00004458163,0.0006752204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364751,"threshold_uncertainty_score":0.0721758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025918074818962,"score_gpt":0.3347071592022988,"score_spread":0.3044479784541092,"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."}}