{"id":"W3092396686","doi":"10.1016/j.jtcvs.2020.09.114","title":"Commentary: Expanding the donor pool: One virus at a time","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Transplantation; Heart transplantation; Organ donation; Organ transplantation; Lung transplantation; Intensive care medicine; Internal medicine; Surgery","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":[0.005899732,0.001027717,0.002161864,0.0008837099,0.005885352,0.005428284,0.003002393,0.08687555,0.009819201],"category_scores_gemma":[0.03812034,0.0008303429,0.00142963,0.0009904428,0.004330024,0.006284808,0.002564627,0.0636977,0.008031798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005815475,"about_ca_system_score_gemma":0.01084107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007230761,"about_ca_topic_score_gemma":0.01199439,"domain_scores_codex":[0.9943641,0.001894081,0.0006100746,0.0006918248,0.001594425,0.0008453391],"domain_scores_gemma":[0.9756488,0.01356459,0.001404716,0.0004650442,0.004260487,0.004656324],"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":[0.00003443865,0.00001632327,0.0002489183,0.00004672058,0.00000910805,0.0004922864,0.00008097388,0.0000259911,0.00005749212,0.001121874,0.994964,0.002901749],"study_design_scores_gemma":[0.0001947559,0.00008918371,0.001091273,0.0007156641,0.00006408811,0.002190105,0.0008746221,0.0004549055,0.0002532816,0.01121467,0.9827375,0.0001199788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001392058,0.0004598559,0.00003947848,0.9821299,0.01642289,0.000005649713,0.00003112591,0.00001120478,0.0007606258],"genre_scores_gemma":[0.001288664,0.0003859547,0.0001003935,0.9559868,0.04036998,0.00002082883,0.00001342199,0.0000116365,0.001822368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08687555,"threshold_uncertainty_score":0.04219443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126094788936659,"score_gpt":0.2997585894630109,"score_spread":0.2584976415736443,"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."}}