{"id":"W4412173896","doi":"10.1227/neu.0000000000003611","title":"The Silk Vista Baby Study: A Multicenter Aneurysm Report From North America and Europe","year":2025,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Aneurysm; Multicenter study; SILK; 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":[0.002850547,0.0006901069,0.0008703774,0.002343781,0.0005032257,0.001483032,0.0004838576,0.0007143561,0.00190065],"category_scores_gemma":[0.002888938,0.0004793993,0.0008880465,0.003113882,0.0005243534,0.0009104728,0.001101344,0.0004053999,0.0004317261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328719,"about_ca_system_score_gemma":0.0005262287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701803,"about_ca_topic_score_gemma":0.002011957,"domain_scores_codex":[0.9976726,0.0008893539,0.0003536798,0.0004973968,0.000347614,0.0002392374],"domain_scores_gemma":[0.9965527,0.000774842,0.001725517,0.0002645049,0.0002790735,0.0004033644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006246459,0.00004377225,0.9946755,0.00008117621,0.000464066,0.0003889634,0.0002254899,0.00002421978,0.0001882916,0.00007535627,0.0005067678,0.002701617],"study_design_scores_gemma":[0.0001884036,0.0002289467,0.9938777,0.0001223554,0.0004768592,0.002377707,0.0007758291,0.00009207446,0.00009236346,0.00004554835,0.001702959,0.00001931055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921386,0.005083947,0.0001651606,0.0001521922,0.00003031567,0.00003340415,0.001010114,0.000008207309,0.001378049],"genre_scores_gemma":[0.9950129,0.002420591,0.000228425,0.0002170346,0.0001277719,0.00008485137,0.00169229,0.00001468225,0.0002013778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002850547,"threshold_uncertainty_score":0.01507533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128311707849154,"score_gpt":0.2588411206047568,"score_spread":0.2460099498198414,"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."}}