{"id":"W2404052565","doi":"10.1016/j.neuchi.2015.12.008","title":"Le traitement des MAVS cérébrales (TOBAS) : une étude randomisée controlée avec registre","year":2016,"lang":"fr","type":"article","venue":"Neurochirurgie","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Alberta Hospital; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Radiosurgery; Randomization; Context (archaeology); Embolization; Randomized controlled trial; Clinical trial; Conservative management; Stroke (engine); Arteriovenous malformation; Surgery; Radiation therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003639179,0.0005220729,0.0008387672,0.0001736906,0.0003511064,0.00008517449,0.0002498345,0.0001886549,0.0007785901],"category_scores_gemma":[0.0003574584,0.0003711843,0.0006662012,0.0003115709,0.0005066459,0.0004018364,0.00009141998,0.0002053395,0.0009453568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563178,"about_ca_system_score_gemma":0.0003632378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000319837,"about_ca_topic_score_gemma":0.0007504735,"domain_scores_codex":[0.9968718,0.000268855,0.0008159083,0.0005993508,0.0005333872,0.0009106921],"domain_scores_gemma":[0.997711,0.0005293397,0.0002634019,0.0008432642,0.000170392,0.0004826228],"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":[0.002694041,0.007654211,0.0136676,0.001308174,0.003089722,0.002193955,0.00318486,0.0002454429,0.007381063,0.1021174,0.03079264,0.8256709],"study_design_scores_gemma":[0.1340424,0.00214964,0.2237741,0.004987193,0.002946075,0.0007267736,0.0006720548,0.0004225574,0.01340702,0.003789928,0.6118959,0.001186412],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901894,0.05039002,0.003508915,0.1300722,0.002347463,0.002730387,0.0002699562,0.0002928426,0.02019887],"genre_scores_gemma":[0.9776749,0.01389508,0.0004520581,0.001298735,0.0006777251,0.0002985378,0.00004314381,0.00008295017,0.005576861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8244845,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761597884966185,"score_gpt":0.2490507703540805,"score_spread":0.2314347915044187,"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."}}