{"id":"W4205568390","doi":"10.1017/cjn.2021.331","title":"P.050 Perspectives on the use of ancillary tests for determining neurological death: a survey of Canadian intensivists","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada); Toronto Public Health; Sherbrooke O.E.M (Canada)","funders":"","keywords":"Medicine; Neurological examination; Physical examination; Emergency medicine; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003955699,0.0001991288,0.0001905085,0.001012269,0.002823523,0.001418534,0.0009798337,0.0006485726,0.007158717],"category_scores_gemma":[0.01756602,0.0001878531,0.000322938,0.001850171,0.001461562,0.0005318566,0.0009741868,0.000869391,0.0003916378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01371292,"about_ca_system_score_gemma":0.02592744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9067979,"about_ca_topic_score_gemma":0.8944231,"domain_scores_codex":[0.995856,0.0007371519,0.0002750658,0.0002537711,0.001705108,0.001172883],"domain_scores_gemma":[0.9790893,0.003698511,0.004147793,0.0002809508,0.008396598,0.004386866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009579472,0.00003799927,0.9548882,0.0002180846,0.00002745717,0.0002005449,0.006238683,0.0001017149,0.0003480615,0.0004309359,0.01729939,0.02011321],"study_design_scores_gemma":[0.000009765394,0.0000571235,0.9733732,0.0002839781,0.00001373008,0.000150943,0.01709771,0.0001692073,0.00007059948,0.00007471591,0.008675095,0.00002393461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243222,0.002906683,0.0003962721,0.03874422,0.0002255407,0.0001648254,0.003120966,0.00004218095,0.03007712],"genre_scores_gemma":[0.9934569,0.001127013,0.0004425592,0.003244486,0.00004824253,0.00004748096,0.0004897988,0.000007178658,0.00113634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09320205,"threshold_uncertainty_score":0.1875018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985607102506704,"score_gpt":0.3138992973405209,"score_spread":0.1153385870898505,"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."}}