{"id":"W3048468813","doi":"10.1136/neurintsurg-2020-016354","title":"eCLIPs bifurcation remodeling system for treatment of wide neck bifurcation aneurysms with extremely low dome-to-neck and aspect ratios: a multicenter experience","year":2020,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dome (geology); Bifurcation; Multicenter study; Radiology; Surgery; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251624,0.000193167,0.000509495,0.0002254299,0.00009515361,0.00003748789,0.00006876617,0.00003620201,0.00002268907],"category_scores_gemma":[0.0001827835,0.0001445824,0.0003888028,0.0002344728,0.00004035186,0.0002294935,0.00001326352,0.00006076416,0.000004102017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146966,"about_ca_system_score_gemma":0.0001074599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000100363,"about_ca_topic_score_gemma":0.000003743773,"domain_scores_codex":[0.9982446,0.00006074353,0.0009189573,0.0002667169,0.0003423856,0.0001665973],"domain_scores_gemma":[0.998122,0.0003027786,0.0006486014,0.0001486846,0.0005649172,0.0002130204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03971961,0.009681875,0.5467164,0.004845434,0.001488737,0.001159108,0.007280155,0.004007654,0.3590371,0.001807863,0.002405516,0.0218506],"study_design_scores_gemma":[0.01607705,0.02092184,0.852582,0.006050152,0.001710276,0.0074377,0.001854698,0.04062162,0.04821853,0.000179229,0.00348716,0.0008597335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837469,0.000237163,0.01096803,0.004197344,0.0001579863,0.0006213139,0.00002215161,0.00002345123,0.00002565034],"genre_scores_gemma":[0.9957109,0.00005101234,0.003581011,0.0002449427,0.0002562096,0.00004426827,0.00003051027,0.0000263066,0.00005482445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3108185,"threshold_uncertainty_score":0.58959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05523218434627117,"score_gpt":0.2857222174497644,"score_spread":0.2304900331034933,"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."}}