{"id":"W4241609431","doi":"10.5489/cuaj.5743","title":"University of Ottawa","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001208966,0.001027771,0.0009416169,0.001554169,0.004527033,0.008144846,0.001807482,0.002296499,0.5959499],"category_scores_gemma":[0.005827552,0.0007841983,0.0006207435,0.001842743,0.001952922,0.002327647,0.003121501,0.002294824,0.2230091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009098083,"about_ca_system_score_gemma":0.02285707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3870979,"about_ca_topic_score_gemma":0.626134,"domain_scores_codex":[0.9974369,0.0002508211,0.0001705238,0.0006068418,0.001132768,0.0004021135],"domain_scores_gemma":[0.994122,0.0008546454,0.0002861519,0.00051555,0.002855304,0.001366311],"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":[0.0004401011,0.00009969204,0.002706309,0.001014683,0.00005268985,0.001080386,0.0007812834,0.0003938822,0.001085154,0.02944072,0.786316,0.1765891],"study_design_scores_gemma":[0.00001982634,0.00002839434,0.001761284,0.000398141,0.00001694647,0.000209067,0.0005343065,0.00008811232,0.0003405981,0.001324351,0.9952427,0.00003625581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003632591,0.01521371,0.001491408,0.02273938,0.003887231,0.0001719223,0.0168973,0.001062832,0.9349036],"genre_scores_gemma":[0.01192003,0.007315116,0.001632315,0.001880228,0.0001350075,0.00005863008,0.00324261,0.0003661264,0.97345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4040501,"threshold_uncertainty_score":0.7696894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008203431687206898,"score_gpt":0.2002950350335964,"score_spread":0.1920916033463895,"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."}}