{"id":"W3093031328","doi":"10.1177/1591019920968370","title":"Early major recurrence of cerebral aneurysms after satisfactory initial coiling","year":2020,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Aneurysm; Surgery; Endovascular coiling; Embolization; Retrospective cohort study; Demographics; Radiology; Complication; Endovascular treatment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003846068,0.0001403726,0.000303059,0.00006854061,0.00003638479,0.000007277788,0.0001134173,0.00007360203,0.001033319],"category_scores_gemma":[0.00009494919,0.0001295467,0.0002558083,0.0001232464,0.0001645284,0.0000690989,0.00005003815,0.0001775189,0.0001245626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613046,"about_ca_system_score_gemma":0.0000477723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002679272,"about_ca_topic_score_gemma":0.000005667002,"domain_scores_codex":[0.9988824,0.00009434978,0.0004052441,0.0002991933,0.0001409072,0.0001779241],"domain_scores_gemma":[0.9994047,0.00008775683,0.0001189217,0.00014968,0.0001160892,0.0001228118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004039241,0.001109165,0.9364533,0.0004297457,0.0003494375,0.0009959328,0.0007159236,0.000008798115,0.03561305,0.01319958,0.00170628,0.005379581],"study_design_scores_gemma":[0.001316697,0.002796826,0.991601,0.00006071237,0.0001150704,0.0006031565,0.00001258837,0.0001324219,0.002047205,0.0007714724,0.0004162286,0.0001266288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994905,0.0001658742,0.0005244503,0.003120503,0.0002650356,0.0002192601,0.00009736673,0.00004861398,0.0006539128],"genre_scores_gemma":[0.9981061,0.000003637816,0.0003483951,0.001052045,0.0002679436,0.00004200483,0.00006713891,0.00001565295,0.00009711918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05514772,"threshold_uncertainty_score":0.9998799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672996440045278,"score_gpt":0.2958761876893706,"score_spread":0.2591462232889178,"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."}}