{"id":"W4327931549","doi":"10.1055/s-0043-1762089","title":"Patient Outcomes from 92 Consecutive Saccular Middle Cerebral Artery Aneurysm Clipping","year":2023,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Clipping (morphology); Saccular aneurysm; Medicine; Aneurysm; Endovascular treatment; Middle cerebral artery; Occlusion; Endovascular coiling; Surgery; Radiology; Internal medicine; Ischemia","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":[0.0005401678,0.000451483,0.0008357327,0.0008726885,0.001059116,0.0009613603,0.0003869737,0.000713093,0.002005194],"category_scores_gemma":[0.001909621,0.0004267368,0.0008061251,0.00127091,0.0006363422,0.0005424856,0.001260688,0.0007503307,0.0003569518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007665323,"about_ca_system_score_gemma":0.0006234771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371807,"about_ca_topic_score_gemma":0.003634498,"domain_scores_codex":[0.9992025,0.00008456643,0.0001510177,0.0001428463,0.0002009607,0.0002180443],"domain_scores_gemma":[0.9989333,0.0001616539,0.0004368761,0.0001061098,0.0001071455,0.0002548621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003552803,0.0001028961,0.9880038,0.00003691443,0.000173832,0.006298755,0.000261548,0.000211042,0.0003605088,0.00003473101,0.0004299002,0.003730807],"study_design_scores_gemma":[0.00004503538,0.0003686975,0.987115,0.00002386543,0.0001028822,0.01100148,0.0004424163,0.0002209227,0.0001633579,0.00006622532,0.0004175331,0.00003265208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979608,0.0002702283,0.0001243481,0.00004412669,0.00001687126,0.00002580501,0.0009777128,0.000006553476,0.0005735352],"genre_scores_gemma":[0.9978181,0.0001814762,0.00009145294,0.00004547635,0.00003847415,0.00003109652,0.001663264,0.000005261659,0.0001253615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003371807,"threshold_uncertainty_score":0.006708026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06958685230826744,"score_gpt":0.2637026891513594,"score_spread":0.1941158368430919,"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."}}