{"id":"W2590090886","doi":"10.1111/ctr.12940","title":"Adverse symptoms of immunosuppressants: A survey of Canadian transplant clinicians","year":2017,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; BC Children's Hospital; University Health Network; Toronto General Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Diarrhea; Adverse effect; Quality of life (healthcare); Constipation; Nausea; Intensive care medicine; Physical therapy; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0008055067,0.0001863913,0.0007354346,0.0002943765,0.0001524272,0.00001010562,0.0002488946,0.0002293953,0.00008791741],"category_scores_gemma":[0.0001589925,0.000156097,0.0003534839,0.0001586594,0.0003477356,0.0001602478,0.000004017715,0.0002058045,0.00002389517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001843023,"about_ca_system_score_gemma":0.0003139593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0916202,"about_ca_topic_score_gemma":0.07018676,"domain_scores_codex":[0.9976887,0.0001700524,0.00130133,0.0003002817,0.0002886376,0.0002509958],"domain_scores_gemma":[0.9977652,0.000564636,0.0005319516,0.0006082957,0.0002472574,0.0002825927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001918238,0.0003189542,0.9919157,0.0005264558,0.0004583497,0.0001588592,0.0002753887,0.00001140281,0.0002850417,0.0001364575,0.000008885424,0.003986289],"study_design_scores_gemma":[0.006243625,0.0007061826,0.9883945,0.001086151,0.0007291437,0.00004494265,0.00001852566,0.0000506366,0.002506117,0.00003191202,0.00005939998,0.000128863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918176,0.00007681429,0.0003591453,0.0001646695,0.0004587878,0.0004696895,0.002108246,0.00002579693,0.004519281],"genre_scores_gemma":[0.9944944,0.003787015,0.0006602379,0.00009577992,0.00003242102,0.000008381023,0.0007794015,0.00002913108,0.000113175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02143343,"threshold_uncertainty_score":0.9467799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119517808364507,"score_gpt":0.4025620474819481,"score_spread":0.2906102666454975,"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."}}