{"id":"W4400678662","doi":"10.3390/tomography10070086","title":"Computed Tomography Angiography as Ancillary Testing for Death Determination by Neurologic Criteria: A Technical Review","year":2024,"lang":"en","type":"review","venue":"Tomography","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Computed tomography; Medicine; Radiology; Angiography; Computed tomography angiography; Tomography; Medical physics","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":[0.002246666,0.001105578,0.00202053,0.005968086,0.0003178307,0.001756576,0.001535937,0.001455493,0.003004943],"category_scores_gemma":[0.006736134,0.0004869871,0.001229124,0.00444872,0.0009414223,0.001919131,0.0007541469,0.001821596,0.001152325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009569351,"about_ca_system_score_gemma":0.002814118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154069,"about_ca_topic_score_gemma":0.003202272,"domain_scores_codex":[0.9990939,0.0002078255,0.0002432643,0.0001629305,0.0002453497,0.00004677846],"domain_scores_gemma":[0.9946268,0.003796915,0.0005045763,0.0001028626,0.0008568524,0.0001119115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008986701,0.00004938636,0.0008901936,0.03898814,0.0002419253,0.0003648558,0.00007898175,0.0003808794,0.0003513859,0.002439957,0.02304618,0.9330783],"study_design_scores_gemma":[0.00005791861,0.0002078014,0.005597341,0.09793086,0.001728998,0.0108272,0.0002177972,0.0005524567,0.000618128,0.003695735,0.878463,0.0001028506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005779179,0.9992587,0.00008682867,0.0002041061,0.0001108257,0.000004970889,0.00001042374,0.000003525581,0.0002628125],"genre_scores_gemma":[0.0006332449,0.9987432,0.0001956307,0.0001599508,0.0001729809,0.000006474963,0.00002030005,0.000001851322,0.00006642248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005968086,"threshold_uncertainty_score":0.01188165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05941058382841836,"score_gpt":0.3730587857740007,"score_spread":0.3136482019455824,"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."}}