{"id":"W2111187202","doi":"10.3171/2010.8.jns10241","title":"Impact of individual intracranial arterial aneurysm morphology on initial obliteration and recurrence rates of endovascular treatments: a multivariate analysis","year":2010,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Aneurysm; Anterior communicating artery; Posterior communicating artery; Basilar artery; Occlusion; Radiology; Surgery","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":[0.002338868,0.000647705,0.0006740055,0.00113831,0.0003556293,0.0008250028,0.0005663948,0.0004455906,0.00295967],"category_scores_gemma":[0.006643196,0.0002258085,0.002388422,0.0008899227,0.0005665875,0.0006344528,0.0005638575,0.0008027958,0.0003096785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850626,"about_ca_system_score_gemma":0.0005183956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076071,"about_ca_topic_score_gemma":0.0009898272,"domain_scores_codex":[0.9986475,0.0004781805,0.00011884,0.0002664406,0.0002500799,0.0002389044],"domain_scores_gemma":[0.9940681,0.00301914,0.001392659,0.0006129887,0.0002685973,0.000638477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006509737,0.00004225021,0.9950904,0.000007650061,0.0004882722,0.0001425994,0.00003220698,0.0004703964,0.0002275988,0.00002787978,0.00009586861,0.002723985],"study_design_scores_gemma":[0.00001616602,0.0004349698,0.9917691,0.000006657319,0.0004027851,0.0006565143,0.00008804158,0.006047317,0.0002967162,0.00008441398,0.0001820156,0.00001530412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983348,0.0002075203,0.0008163504,0.00005250734,0.00001128328,0.00001029522,0.0001921971,0.00002028108,0.0003547399],"genre_scores_gemma":[0.9994724,0.00004260199,0.0001587367,0.000004391869,0.00001384541,0.00000888562,0.000170051,0.000009488608,0.0001195418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00295967,"threshold_uncertainty_score":0.01236928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896592612465302,"score_gpt":0.3266415559601856,"score_spread":0.2976756298355325,"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."}}