{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100572,0.0001237246,0.0001988193,0.0001652065,0.0001844677,0.00003357679,0.00004751167,0.00005561198,0.0001609246],"category_scores_gemma":[0.0002031914,0.0001060048,0.0002060861,0.00013836,0.0000328629,0.0001758935,0.00001449525,0.00005899007,0.0002983583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009015419,"about_ca_system_score_gemma":0.00008725643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120288,"about_ca_topic_score_gemma":0.00001693256,"domain_scores_codex":[0.9991643,0.00001597578,0.0002520452,0.000144692,0.0001672173,0.0002557896],"domain_scores_gemma":[0.9991269,0.0001692713,0.00008452285,0.0002966029,0.0002112063,0.0001115732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.006434888,0.0084381,0.3501821,0.002170212,0.006456125,0.0001807072,0.0102195,0.00003158283,0.0008417761,0.02887393,0.4162842,0.1698868],"study_design_scores_gemma":[0.06585013,0.01652539,0.5864643,0.0002293627,0.00509033,0.0006803399,0.002006963,0.004619444,0.004320757,0.0004645878,0.31221,0.001538365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895113,0.0001725845,0.001198145,0.002788919,0.0007537716,0.0007690547,0.0001264559,0.00008829393,0.004591491],"genre_scores_gemma":[0.9955988,0.00007326562,0.001993621,0.0006452737,0.0007254414,0.0002168113,0.0001293517,0.00001927209,0.0005981586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2362822,"threshold_uncertainty_score":0.4322748,"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."}}