{"id":"W4252193453","doi":"10.21203/rs.2.10463/v1","title":"Clinical Outcome of Endovascular Coil Embolization For Cerebral Aneurysms In Asian Population In Relation To Risk Factors: A 3-Year Retrospective Analysis","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Modified Rankin Scale; Comorbidity; Retrospective cohort study; Aneurysm; Population; Single Center; Stroke (engine); Embolization; Endovascular coiling; Adverse effect; Surgery; Pediatrics; Endovascular treatment; Internal medicine; Ischemic stroke","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":[0.0006748031,0.0002229686,0.0003942878,0.001302636,0.0004714323,0.0005742602,0.0002607261,0.0003603334,0.0009559769],"category_scores_gemma":[0.001120249,0.0002530227,0.0007227,0.001483836,0.0003414288,0.0004751094,0.0003813622,0.0003802963,0.0002533896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670426,"about_ca_system_score_gemma":0.0005365096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933398,"about_ca_topic_score_gemma":0.002734976,"domain_scores_codex":[0.9994568,0.0001058088,0.0001169266,0.0001211516,0.0001177694,0.00008167446],"domain_scores_gemma":[0.998701,0.0001936111,0.000639462,0.0001141218,0.0002110643,0.0001407153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005935156,0.00001915982,0.9989331,0.00001016795,0.0000460036,0.0001654929,0.00004816306,0.00001652181,0.00005347805,0.000006360213,0.00004737197,0.0005948229],"study_design_scores_gemma":[0.000003730397,0.0001101437,0.9982229,0.000009574263,0.00005471317,0.0009829815,0.0002639368,0.0000693953,0.00007705425,0.00001250557,0.0001876146,0.000005395666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988741,0.0004391026,0.00007249761,0.0000170633,0.000003618843,0.000007697657,0.0003587838,0.000002197027,0.0002249547],"genre_scores_gemma":[0.9989607,0.000327519,0.00004866493,0.00001713393,0.00001156581,0.00001149329,0.0005311661,0.000001857863,0.00008987966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002933398,"threshold_uncertainty_score":0.005832613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07642300734716508,"score_gpt":0.4262980966859835,"score_spread":0.3498750893388184,"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."}}