{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111974,0.0002507487,0.0003231093,0.0001740201,0.00008268526,0.00002134867,0.000111947,0.0001234685,0.0001439958],"category_scores_gemma":[0.000009276069,0.0002201832,0.00007405829,0.0004170901,0.00005235747,0.0001325736,0.00000156374,0.000195644,0.00007615288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579358,"about_ca_system_score_gemma":0.0001413705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006820466,"about_ca_topic_score_gemma":0.01476836,"domain_scores_codex":[0.9982956,0.00009903115,0.0003944882,0.0004332419,0.0003753209,0.0004022933],"domain_scores_gemma":[0.9991868,0.00006443431,0.00006423187,0.0001308513,0.0000513357,0.0005023039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002039785,0.0001834049,0.9860335,0.0001698558,0.00007802995,0.0006586257,0.006996441,0.00003168661,0.0002522752,0.00002344747,0.00002797166,0.003504949],"study_design_scores_gemma":[0.006022918,0.0007182555,0.9825091,0.000699144,0.0001151327,0.00004443048,0.00007681007,0.0003601662,0.00911759,0.000004007137,0.00006970424,0.0002627948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963621,0.000137803,0.0002603949,0.0009017494,0.000126016,0.000749213,0.0009897652,0.00007280744,0.0004001011],"genre_scores_gemma":[0.9945812,0.000446168,0.0001847334,0.0009606665,0.00002503661,0.00009493489,0.003619537,0.00003395942,0.00005377143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008865315,"threshold_uncertainty_score":0.9997932,"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."}}