{"id":"W4224129095","doi":"10.1016/j.cell.2022.03.020","title":"Celebrating scientific excellence and global health impact: The 2022 Canada Gairdner Awards","year":2022,"lang":"en","type":"article","venue":"Cell","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Gairdner Foundation","funders":"","keywords":"Biology; Excellence; Management; Political science; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001768627,0.0001340314,0.0001930962,0.00004068123,0.002160543,0.0002020047,0.0003667802,0.00002070582,0.0005136856],"category_scores_gemma":[0.0001179454,0.00009734466,0.00004187964,0.0006470039,0.0001005263,0.0001694903,0.0006541629,0.0002207956,0.0000167774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200728,"about_ca_system_score_gemma":0.00102701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8938852,"about_ca_topic_score_gemma":0.2444928,"domain_scores_codex":[0.9982969,0.00007656463,0.0002985625,0.0003069134,0.0003174732,0.0007035586],"domain_scores_gemma":[0.9992936,0.00006689897,0.0002438256,0.0002796005,0.00005864771,0.00005740701],"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":[0.000003429667,0.00001389296,0.005355175,0.00006260714,0.000003021445,0.00000290036,0.00003300419,0.001609927,0.000008143166,0.002394568,0.9893751,0.001138214],"study_design_scores_gemma":[0.0001414997,0.0000136381,0.008071026,0.00000298801,0.000003947643,0.000005997286,0.001223493,0.01179175,4.687424e-7,0.0007512344,0.9778894,0.0001045269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7993225,0.002309126,0.0000417351,0.161486,0.003679055,0.0004475309,0.00009614618,0.00007477589,0.03254313],"genre_scores_gemma":[0.9381785,0.00001485176,0.00001359437,0.06052789,0.0004690785,0.00002322071,0.00003687367,0.000009164009,0.0007268438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6493924,"threshold_uncertainty_score":0.9991385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619021694606195,"score_gpt":0.2822492253037825,"score_spread":0.2660590083577206,"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."}}