{"id":"W2989795600","doi":"10.1016/j.wneu.2019.11.084","title":"Flow Diversion for Treatment of Partially Thrombosed Aneurysms: A Multicenter Cohort","year":2019,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University Health Network","funders":"Medtronic","keywords":"Medicine; Endovascular treatment; Flow diverter; Multicenter study; Cohort; Surgery; Radiology; Aneurysm; Internal medicine; Randomized controlled trial","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":[0.0005944927,0.0005683532,0.0007747307,0.0008075351,0.00110761,0.00121794,0.0004221222,0.0006101438,0.002421079],"category_scores_gemma":[0.001216657,0.0004639449,0.001050978,0.001276112,0.0004994306,0.001043159,0.0007370548,0.0008775896,0.0004987833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351573,"about_ca_system_score_gemma":0.001006815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002715765,"about_ca_topic_score_gemma":0.003148377,"domain_scores_codex":[0.9993072,0.0001271833,0.00007913345,0.0002001493,0.0001108497,0.0001754451],"domain_scores_gemma":[0.9992021,0.00009386203,0.0003059489,0.0001000603,0.00008455147,0.0002134413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000861391,0.0006240726,0.9914594,0.00002152616,0.000254,0.001482498,0.0003114802,0.00007566284,0.0006247115,0.00007665707,0.0004918306,0.003716806],"study_design_scores_gemma":[0.000281351,0.001543263,0.9878065,0.00003781385,0.0002592854,0.006366563,0.001724505,0.0003912778,0.0002152807,0.0001027986,0.001231516,0.00003989819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989791,0.000217527,0.0001199055,0.00003707329,0.000008601538,0.0000273085,0.0002631637,0.000002455022,0.0003448376],"genre_scores_gemma":[0.9977938,0.0003960833,0.000212409,0.0001410711,0.00005259728,0.00005944142,0.001001491,0.00001078753,0.0003324111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002715765,"threshold_uncertainty_score":0.008099318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456314035365543,"score_gpt":0.2647893474047136,"score_spread":0.2402262070510582,"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."}}