{"id":"W3014096995","doi":"10.1503/cmaj.190631","title":"Management of the neurologically deceased organ donor: A Canadian clinical practice guideline","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Western University","funders":"","keywords":"Guideline; Organ donation; Medicine; Key (lock); Intensive care medicine; Computer science; Pathology; Surgery; Transplantation; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001713045,0.00009724918,0.0002163203,0.00008450588,0.0001733876,0.00003238201,0.0002270021,0.0002714885,0.003509501],"category_scores_gemma":[0.004069567,0.00007130788,0.000140487,0.0004146216,0.00004478282,0.00007923176,0.0000110532,0.0009123742,0.0001010728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710534,"about_ca_system_score_gemma":0.004246897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009957251,"about_ca_topic_score_gemma":0.098613,"domain_scores_codex":[0.9972083,0.0002949615,0.0008385701,0.0001579839,0.001196768,0.0003033942],"domain_scores_gemma":[0.9959784,0.0001715092,0.0003246673,0.0001081633,0.0006866851,0.002730594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000242633,0.0001854057,0.3847383,0.00007647348,0.001009708,0.005876116,0.0006654016,0.00002159705,0.00002645033,0.002480568,0.5097561,0.09492122],"study_design_scores_gemma":[0.001899964,0.0001227814,0.1996292,0.00004526986,0.0002163003,0.0003189974,0.0002530555,0.0003413431,0.00001102316,0.00002970962,0.7970576,0.00007478102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05950588,0.00008950779,0.0003963339,0.9168813,0.0008448376,0.0003382053,0.00004686012,0.00002173206,0.02187541],"genre_scores_gemma":[0.7434224,0.0002610422,0.001388112,0.2538848,0.0008677428,0.000001613227,0.00002089866,0.00001364964,0.0001397428],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6839166,"threshold_uncertainty_score":0.9974014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754780327835272,"score_gpt":0.299346482887392,"score_spread":0.2817986796090393,"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."}}