{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007814315,0.000303758,0.0008817567,0.000430847,0.0001564458,0.00004226676,0.00007128553,0.0001416931,0.0002408944],"category_scores_gemma":[0.002760289,0.0002491597,0.0005648166,0.0008413319,0.0002134754,0.0002415636,0.00004129676,0.0009327743,0.00001004715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578677,"about_ca_system_score_gemma":0.0006521729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001843181,"about_ca_topic_score_gemma":0.00001371601,"domain_scores_codex":[0.99703,0.0005133298,0.001038601,0.000352716,0.0006496782,0.00041573],"domain_scores_gemma":[0.9961433,0.00115808,0.0006169851,0.0004203993,0.001171502,0.0004897453],"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":[0.0002318957,0.0003173513,0.0009869324,0.00008116078,0.000288994,0.8486701,0.001064034,0.0002087543,0.1397739,0.00004701017,0.00203017,0.006299656],"study_design_scores_gemma":[0.001775756,0.0004276503,0.008283354,0.0002051911,0.0004098191,0.9489793,0.002136962,0.0002764305,0.03118413,0.00007518582,0.006048808,0.0001973964],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888481,0.00108205,0.0004077991,0.008235128,0.0008200576,0.0002014426,0.00003301985,0.00005589866,0.0003164918],"genre_scores_gemma":[0.9966619,0.0001451339,0.0005338518,0.001288281,0.0005293551,0.000005163863,0.000004118005,0.00007259805,0.0007596153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1085898,"threshold_uncertainty_score":0.9999961,"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."}}