{"id":"W2322574551","doi":"10.1097/tp.0000000000000963","title":"Canadian Forum on Combined Organ Transplantation","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Canadian Blood Services","keywords":"Medicine; Transplantation; Dialysis; Intensive care medicine; Kidney transplantation; Etiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001095439,0.0002016928,0.0002224062,0.0002839445,0.0001084752,0.00002696584,0.00005983984,0.0001089971,0.0001219226],"category_scores_gemma":[0.000006167531,0.0001740056,0.00008311564,0.0002315858,0.00002185932,0.00015193,7.432002e-7,0.0001270132,0.0004153453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319362,"about_ca_system_score_gemma":0.0003034299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01210362,"about_ca_topic_score_gemma":0.02628248,"domain_scores_codex":[0.9987106,0.00004121988,0.000267335,0.0002542931,0.0003689331,0.0003576354],"domain_scores_gemma":[0.9990848,0.0000456569,0.00004695712,0.0001613336,0.000101355,0.0005599146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02975078,0.001638696,0.8702412,0.003012019,0.001190799,0.00979775,0.0203255,0.001757994,0.006606768,0.03519932,0.00241356,0.01806566],"study_design_scores_gemma":[0.06750496,0.006115472,0.8425177,0.001867712,0.002454606,0.002744257,0.001324699,0.0008975714,0.0680356,0.002222995,0.003015884,0.00129859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429333,0.00005316325,0.003716092,0.004975082,0.0005204321,0.001070788,0.000355843,0.0002327442,0.04614259],"genre_scores_gemma":[0.9941753,0.0002918306,0.0007551642,0.001419247,0.00004365138,0.00002904115,0.002375011,0.0000327052,0.0008780764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06142883,"threshold_uncertainty_score":0.9944749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758239458414674,"score_gpt":0.2822438470774629,"score_spread":0.2546614524933162,"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."}}