{"id":"W2105772924","doi":"10.1136/jnis.2011.004788","title":"An approach to recurrent aneurysms following endovascular coiling","year":2011,"lang":"en","type":"review","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Endovascular coiling; Endovascular treatment; Aneurysm; Surgery; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008432316,0.0004568158,0.002282453,0.0008547192,0.0001129091,0.00006291577,0.0003198402,0.0001457823,0.0001242385],"category_scores_gemma":[0.000199556,0.0003491336,0.006664862,0.0004350439,0.00002879953,0.0002003488,0.00005340262,0.0006861276,0.00007154265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353259,"about_ca_system_score_gemma":0.0003675683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004613758,"about_ca_topic_score_gemma":3.658778e-7,"domain_scores_codex":[0.9963831,0.0003575577,0.001898273,0.000428234,0.0005981131,0.0003347492],"domain_scores_gemma":[0.997475,0.0002711927,0.001053194,0.0004594429,0.0002893284,0.0004518967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002797561,0.006835907,0.0002989186,0.01013235,0.002310612,0.003122829,0.00005862246,0.000004927179,0.00003394179,0.000859678,0.003119918,0.9729425],"study_design_scores_gemma":[0.0005453476,0.001278926,0.001500621,0.02220408,0.00621947,0.03583108,0.00001502756,0.00001549417,0.000005074734,0.0001530647,0.9316756,0.0005562606],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00207474,0.9939843,0.001007177,0.00006012768,0.001604882,0.0006018109,0.00002674229,0.00003746569,0.000602783],"genre_scores_gemma":[0.002043628,0.9934033,0.002264165,0.0001380715,0.001332171,0.00005816039,0.0002476084,0.0001305621,0.0003823719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723863,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184870861732658,"score_gpt":0.3472931660787252,"score_spread":0.2288060799054594,"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."}}