{"id":"W3012581356","doi":"10.1111/ajt.15876","title":"COVID-19: A global transplant perspective on successfully navigating a pandemic","year":2020,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Transplantation; Intensive care medicine; Perspective (graphical); Resource (disambiguation); Organ transplantation; Dissemination; Public relations; Infectious disease (medical specialty); Disease; Political science; Pathology; Computer science; Law","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":[0.02752047,0.001324023,0.0009171873,0.001751495,0.008066759,0.02108235,0.003012054,0.01747492,0.0151564],"category_scores_gemma":[0.01702642,0.0003519256,0.001502326,0.001567289,0.01661123,0.01957511,0.01602807,0.02594289,0.002423418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007188071,"about_ca_system_score_gemma":0.02369797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005843655,"about_ca_topic_score_gemma":0.007899369,"domain_scores_codex":[0.9891106,0.006102657,0.0004215568,0.0007509583,0.001085104,0.002529012],"domain_scores_gemma":[0.9810316,0.005442737,0.0009097877,0.0006754749,0.002332631,0.009607825],"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":[0.0001274492,0.0002112932,0.004794339,0.001054003,0.00009627532,0.002147988,0.02163046,0.002538913,0.001068077,0.3424242,0.5011279,0.1227791],"study_design_scores_gemma":[0.00002898744,0.000203133,0.001545021,0.001774267,0.0000495913,0.001387895,0.03455943,0.000898868,0.0003492415,0.1345052,0.8245981,0.0001003263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003182967,0.02185175,0.004192877,0.9274203,0.01382927,0.00003469553,0.00006726963,0.00009421002,0.0293267],"genre_scores_gemma":[0.1737172,0.06761917,0.009943808,0.7024521,0.0300819,0.0001243826,0.000194618,0.0003506141,0.01551618],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02752047,"threshold_uncertainty_score":0.1455439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548954551263171,"score_gpt":0.4448743484462439,"score_spread":0.3993848029336122,"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."}}