{"id":"W4390594966","doi":"10.1136/jnis-2023-020442","title":"Endovascular treatment of wide-neck bifurcation aneurysms: the eCLIPs device","year":2024,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Aneurysm; Endovascular treatment; Embolization; Endovascular surgery; Flow diverter; Surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002889335,0.0001463819,0.0003589328,0.0002693389,0.00007062993,0.00003869212,0.00008686425,0.00003489963,0.0002944545],"category_scores_gemma":[0.0001277775,0.0000874398,0.001401104,0.000308035,0.00006348352,0.0001493566,0.00001276514,0.000131632,0.00004203069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008776508,"about_ca_system_score_gemma":0.0001794918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014847,"about_ca_topic_score_gemma":0.000003161394,"domain_scores_codex":[0.9983861,0.0001094553,0.0008036023,0.0001509561,0.0004120492,0.0001378608],"domain_scores_gemma":[0.9983625,0.0007667452,0.0002974777,0.0002108614,0.000284855,0.00007751586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005718259,0.02819267,0.4141361,0.004423539,0.01333406,0.01988811,0.001876735,0.0005830482,0.1114612,0.03367483,0.1244325,0.2422789],"study_design_scores_gemma":[0.001861483,0.003628444,0.7573041,0.001898637,0.002446561,0.03019696,0.0001195408,0.0008227816,0.01007782,0.003459471,0.1878889,0.0002953323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831182,0.005764156,0.0003788719,0.009378395,0.0007924336,0.0002126466,0.00001951403,0.00002529206,0.0003104423],"genre_scores_gemma":[0.997772,0.0006500708,0.0001506901,0.0001639429,0.0004146631,0.00001047492,0.00003000721,0.0000205337,0.0007875567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343168,"threshold_uncertainty_score":0.3565692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04795781344136395,"score_gpt":0.2971470195960633,"score_spread":0.2491892061546993,"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."}}