{"id":"W3037832235","doi":"10.1177/1526924820933821","title":"A Canadian Survey on Adverse Symptoms Experienced by Solid Organ Transplant Recipients","year":2020,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Toronto General Hospital; University Health Network; University of Toronto; University of British Columbia; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Medicine; Adverse effect; Quality of life (healthcare); Depression (economics); Flatulence; Distress; Anxiety; Nausea; Polypharmacy; Internal medicine; Psychiatry; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008724541,0.0001575456,0.0001928447,0.0009643078,0.0008031945,0.000385353,0.0003849801,0.0001850572,0.002996353],"category_scores_gemma":[0.001746142,0.000105134,0.0002264264,0.0025463,0.0002527702,0.0002113835,0.0003331943,0.0002994182,0.0003034035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00549557,"about_ca_system_score_gemma":0.005663852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.886657,"about_ca_topic_score_gemma":0.8951311,"domain_scores_codex":[0.9991944,0.000082149,0.00006572879,0.00006097383,0.0004649573,0.000131753],"domain_scores_gemma":[0.9979823,0.000128152,0.0004681877,0.00003394071,0.0009565176,0.000430926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004766851,0.00003800552,0.9851268,0.0001030342,0.00001915271,0.00005921674,0.0004538247,0.00005569852,0.0002386007,0.000042609,0.005094604,0.008720784],"study_design_scores_gemma":[0.000002871198,0.00001727632,0.9979929,0.00001465617,0.00000321875,0.00002567657,0.0002788591,0.00003879287,0.00002611033,0.000003882079,0.001592067,0.000003706596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613603,0.0007900957,0.0002266077,0.001014703,0.00002216677,0.0002504367,0.02435458,0.00002471149,0.01195639],"genre_scores_gemma":[0.9881544,0.001114983,0.0004053569,0.000365405,0.00001690391,0.00008905699,0.008141477,0.000003964172,0.001708405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113343,"threshold_uncertainty_score":0.228021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329078010510825,"score_gpt":0.3064054283530986,"score_spread":0.2831146482479903,"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."}}