{"id":"W2054347587","doi":"10.1227/01.neu.0000303200.84994.ae","title":"A SURVEY TO DETERMINE THE UNDERSTANDING OF THE CONCEPTUAL BASIS AND DIAGNOSTIC TESTS USED FOR BRAIN DEATH BY NEUROSURGEONS IN CANADA","year":2007,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Chose; Cause of death; Neurosurgery; Psychiatry; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001718658,0.0002224119,0.0002463789,0.001268853,0.001694517,0.001077747,0.0006280575,0.0005845379,0.003508721],"category_scores_gemma":[0.009883864,0.0002646642,0.0003130912,0.002064032,0.001072901,0.0006362069,0.0008071639,0.001055983,0.0004661584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02262749,"about_ca_system_score_gemma":0.02780579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9551071,"about_ca_topic_score_gemma":0.9487088,"domain_scores_codex":[0.9979389,0.0002830564,0.0001643444,0.0001176893,0.0008622083,0.0006337204],"domain_scores_gemma":[0.9897314,0.001156637,0.001799365,0.0001130672,0.005051065,0.002148485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000813755,0.0001196803,0.9716904,0.0001221547,0.00001982455,0.0001570991,0.008053218,0.0001114178,0.0002205372,0.0001829451,0.007635268,0.01160611],"study_design_scores_gemma":[0.00001771779,0.0001063944,0.9697139,0.0001419866,0.000008145891,0.0001102626,0.0228295,0.0003818149,0.00006967893,0.00003950678,0.006560007,0.0000209955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860982,0.0004287779,0.0001563608,0.003068161,0.00002948208,0.0002093986,0.002631962,0.00001195337,0.007365662],"genre_scores_gemma":[0.9954985,0.0006615487,0.0002760617,0.001068991,0.000009045916,0.00008592132,0.00097098,0.000004799803,0.001424189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9773725,"threshold_uncertainty_score":0.1641747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06182257249273406,"score_gpt":0.2740124328020078,"score_spread":0.2121898603092737,"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."}}