{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008531083,0.0002667183,0.00056862,0.001386861,0.0003307081,0.0005147399,0.0003941639,0.0004468592,0.0009955117],"category_scores_gemma":[0.006154167,0.0002371966,0.0004314783,0.0005939023,0.000589986,0.0005801758,0.0004144872,0.0004727129,0.0002142366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696431,"about_ca_system_score_gemma":0.0002466668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249323,"about_ca_topic_score_gemma":0.0007154182,"domain_scores_codex":[0.9993118,0.0001717913,0.0001086123,0.0001012468,0.0001463456,0.0001602771],"domain_scores_gemma":[0.9913669,0.001999208,0.005302802,0.0003970905,0.0004398748,0.0004940989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002182693,0.00002758705,0.9852931,0.00003929235,0.0000325071,0.006947432,0.0001497423,0.00004901956,0.0006986686,0.0000202106,0.0001135938,0.00641068],"study_design_scores_gemma":[0.00000877636,0.00035008,0.9024784,0.00004002424,0.00007806813,0.09506068,0.0002174096,0.0002541565,0.0009767036,0.00003879083,0.0004815292,0.00001536256],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979742,0.001368449,0.00026633,0.00004135341,0.000007080209,0.000006429246,0.00004096411,0.00001402812,0.00028113],"genre_scores_gemma":[0.9991533,0.000442054,0.0001612541,0.00002732173,0.00004504898,0.000004842537,0.00009866559,0.000003614248,0.00006391159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386861,"threshold_uncertainty_score":0.004511714,"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."}}