{"id":"W4403753701","doi":"10.1007/s10143-024-03057-w","title":"Role of clipping in aneurysmal subarachnoid hemorrhage: a post hoc analysis of the Earlydrain trial","year":2024,"lang":"en","type":"article","venue":"Neurosurgical Review","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Charité – Universitätsmedizin Berlin","keywords":"Medicine; Subarachnoid hemorrhage; Post-hoc analysis; Clipping (morphology); Neurosurgery; Post hoc; Aneurysm; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002803187,0.0001387661,0.0006867109,0.0001715709,0.0000287034,0.00001178288,0.0001613827,0.00005403279,0.0002647384],"category_scores_gemma":[0.0002378367,0.00008426936,0.0006558461,0.00227156,0.00008409279,0.00004017184,0.00005055296,0.0002534114,0.00001726448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002308801,"about_ca_system_score_gemma":0.00008392594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255024,"about_ca_topic_score_gemma":0.00001304941,"domain_scores_codex":[0.9984304,0.0001675155,0.0006515416,0.000281103,0.0003054741,0.0001639472],"domain_scores_gemma":[0.9991243,0.0002041691,0.0001138172,0.0004256406,0.00007415016,0.00005789569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02706076,0.008224739,0.02277381,0.0490559,0.001255039,0.003198621,0.0009626606,0.00009679723,0.1829877,0.04216383,0.0002687884,0.6619514],"study_design_scores_gemma":[0.06864602,0.01709022,0.6577535,0.01319846,0.08709137,0.003637283,0.0001853878,0.05496007,0.006938913,0.00149073,0.08666564,0.002342422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952963,0.04041876,0.000003258477,0.003897537,0.00009257055,0.0009531889,0.00003223134,0.00003094913,0.00160852],"genre_scores_gemma":[0.9973955,0.001613699,0.00002897857,0.000573989,0.00004999326,0.00005111088,0.000021414,0.0000124429,0.0002529266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6596089,"threshold_uncertainty_score":0.3436405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172136220813732,"score_gpt":0.2916011446549657,"score_spread":0.2743875225735924,"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."}}