{"id":"W3012856514","doi":"10.1503/cjs.005519","title":"Addressing organ shortages: progress in donation after circulatory death for liver transplantation","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Economic shortage; Organ donation; Liver transplantation; Transplantation; Intensive care medicine; Circulatory system; Organ transplantation; Donation; Surgery; Internal medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001129811,0.0006032113,0.00120374,0.002549311,0.0003219444,0.00122591,0.0008048119,0.001114324,0.003690036],"category_scores_gemma":[0.002429937,0.0001639417,0.0007621791,0.002891491,0.0004491315,0.001383932,0.0007060496,0.001485137,0.0007759165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054958,"about_ca_system_score_gemma":0.002996154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004242387,"about_ca_topic_score_gemma":0.008250502,"domain_scores_codex":[0.9996568,0.00006907876,0.00006668224,0.00004288429,0.0001318105,0.00003271837],"domain_scores_gemma":[0.9987432,0.0007367252,0.0001700744,0.00001662081,0.0002584011,0.00007508285],"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":[0.00004664847,0.0000380238,0.0002951571,0.04334936,0.000115012,0.0001128522,0.00007807188,0.0002014114,0.0002035098,0.002653547,0.02879693,0.9241095],"study_design_scores_gemma":[0.00002491425,0.0001192777,0.002609764,0.0486419,0.0004815985,0.001334915,0.0002757515,0.0001114137,0.0001507085,0.002802219,0.9434159,0.00003160011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003977868,0.9992668,0.00002466786,0.0003335972,0.00009123485,0.000001249689,0.000007497473,0.000002044451,0.0002331237],"genre_scores_gemma":[0.0003126762,0.9993457,0.00005331347,0.0001298041,0.0000858005,0.000001733058,0.000009516583,5.033356e-7,0.00006086326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004242387,"threshold_uncertainty_score":0.01234442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433305926656208,"score_gpt":0.3522372625486475,"score_spread":0.2089066698830266,"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."}}