{"id":"W2883292603","doi":"10.1161/strokeaha.118.022052","title":"Stereotactic Radiosurgery for Pediatric Versus Adult Brain Arteriovenous Malformations","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Retrospective cohort study; Arteriovenous malformation; Cohort; Intracranial Arteriovenous Malformations; Cohort study; Surgery; Radiation therapy; Cerebral angiography; Internal medicine; Angiography","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":[0.0007709692,0.0001503155,0.0002408331,0.00058413,0.0002055518,0.0003024115,0.000211423,0.0001598714,0.00110313],"category_scores_gemma":[0.002215568,0.00008853841,0.0003194977,0.0007173941,0.0002278877,0.0002512769,0.0002123157,0.0001668293,0.0001334371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548271,"about_ca_system_score_gemma":0.0004495877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077368,"about_ca_topic_score_gemma":0.00172787,"domain_scores_codex":[0.9995485,0.000112562,0.00006396951,0.0001221018,0.00009866857,0.00005417865],"domain_scores_gemma":[0.9982843,0.0002225807,0.001230845,0.00008824845,0.00007969503,0.00009426125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002931702,0.00002369549,0.9945549,0.00002007507,0.00007992332,0.0002103963,0.0000307149,0.00007128806,0.000279222,0.00005357796,0.0001132012,0.004269852],"study_design_scores_gemma":[0.00004833683,0.0008363133,0.9929706,0.00002294304,0.0001112848,0.004252704,0.0001759283,0.0003102741,0.0004442137,0.00007818213,0.000744877,0.000004371779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988639,0.0004247157,0.0001960595,0.00001332798,0.000005485149,0.00001554031,0.0002433215,0.000002140657,0.0002355736],"genre_scores_gemma":[0.999042,0.0003125886,0.0002286317,0.00002140905,0.00001582753,0.00001655599,0.0003246436,0.000001729658,0.00003655279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00110313,"threshold_uncertainty_score":0.004077315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250806369058325,"score_gpt":0.2858784630160312,"score_spread":0.263370399325448,"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."}}