{"id":"W3133442115","doi":"10.3171/case2090","title":"Endovascular selective hypothermia facilitates giant aneurysm clipping: illustrative case","year":2021,"lang":"en","type":"article","venue":"Journal of Neurosurgery Case Lessons","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Clipping (morphology); Hypothermia; Aneurysm; Middle cerebral artery; Neuroprotection; Surgery; Anesthesia; Ischemia; Cardiology; Internal medicine","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":[0.000265018,0.001944157,0.001013969,0.002167437,0.002205883,0.001181781,0.001160765,0.005354771,0.002613934],"category_scores_gemma":[0.001704506,0.000817,0.0009976864,0.001493485,0.001735416,0.001572702,0.001561959,0.003107851,0.0009033809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157099,"about_ca_system_score_gemma":0.0006787931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007222755,"about_ca_topic_score_gemma":0.001508926,"domain_scores_codex":[0.9995382,0.00005421075,0.00003894639,0.00008311106,0.00007023003,0.0002154015],"domain_scores_gemma":[0.9991702,0.0002501705,0.000200115,0.0001038394,0.00002526025,0.0002505197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001937655,0.0000200877,0.0008814685,0.00002220969,0.000006817991,0.997184,0.0001009129,0.00008641601,0.0004513448,0.0002229284,0.0002525081,0.000751987],"study_design_scores_gemma":[0.000007287009,0.00002026346,0.0008569148,0.00001037674,0.00000645544,0.998083,0.00005704514,0.00013397,0.0002314368,0.0001725765,0.0004151112,0.000005559839],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417687,0.009476554,0.01577286,0.007572987,0.001235424,0.0002526305,0.0004813754,0.0005598671,0.02287971],"genre_scores_gemma":[0.9905944,0.001715661,0.003308199,0.0008916819,0.001686317,0.000056873,0.00008185121,0.00002626326,0.001638722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005354771,"threshold_uncertainty_score":0.008744478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05077410922360112,"score_gpt":0.3146533999651578,"score_spread":0.2638792907415567,"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."}}