{"id":"W3203562240","doi":"10.1111/petr.14151","title":"The mental health profiles of pediatric organ transplant recipients","year":2021,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Organ transplantation; Mental health; MEDLINE; Intensive care medicine; Transplantation; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002030384,0.0001942274,0.0003070697,0.0001254585,0.0002713432,0.00002181103,0.00008553395,0.00007140341,0.00006575264],"category_scores_gemma":[0.00001090992,0.0001369969,0.0001691178,0.0005731659,0.00003065532,0.00009936067,0.000004084375,0.0001459118,0.00002600699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005763562,"about_ca_system_score_gemma":0.000378902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004159833,"about_ca_topic_score_gemma":0.00004736154,"domain_scores_codex":[0.9981298,0.0001079446,0.0006206364,0.0002913039,0.0005366031,0.0003136779],"domain_scores_gemma":[0.9991063,0.0001707983,0.000215018,0.0002082573,0.0001356566,0.0001639219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005748734,0.0003527645,0.9934614,0.001061814,0.0001092338,0.00013472,0.001959217,0.000009014127,0.0002385656,0.0002968919,0.0001611367,0.001640418],"study_design_scores_gemma":[0.004286272,0.0002978067,0.9875645,0.0001031519,0.0009001753,0.0004127516,0.00006382213,0.00002090265,0.005954015,0.00004783319,0.0001884712,0.0001603138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991048,0.003570014,0.001206358,0.001716811,0.0006098524,0.0006637677,0.0006138622,0.00006947666,0.0005018627],"genre_scores_gemma":[0.8553083,0.1415226,0.001025925,0.0001167416,0.0002343303,0.00002480217,0.0013036,0.00002455628,0.0004391295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379526,"threshold_uncertainty_score":0.5586571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744791450969647,"score_gpt":0.2896876054479104,"score_spread":0.272239690938214,"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."}}