{"id":"W4385680897","doi":"10.1111/petr.14541","title":"Allied health and nursing practices in pediatric solid organ transplantation: An international survey","year":2023,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Alberta Children's Hospital; Alberta Health Services; Hospital for Sick Children","funders":"","keywords":"Medicine; Psychosocial; Nursing; Transplantation; Health care; Family medicine; Organ transplantation; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002759245,0.0002603141,0.0003445433,0.0009161402,0.0006422833,0.00003434764,0.0002390028,0.0002904637,0.0000761843],"category_scores_gemma":[0.0002371417,0.0002742932,0.00003617155,0.001579448,0.00002652455,0.0008761996,0.00001294041,0.0007708256,0.0001596245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789487,"about_ca_system_score_gemma":0.001065852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384942,"about_ca_topic_score_gemma":0.004257061,"domain_scores_codex":[0.9954278,0.001523319,0.00105971,0.0006086027,0.0005331102,0.0008474052],"domain_scores_gemma":[0.997146,0.001277816,0.0007845753,0.0001975858,0.0001709298,0.0004231496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004433623,0.00009662725,0.9709114,0.001704047,0.000004550832,0.00003741368,0.02461643,0.00003257985,0.000002582726,0.0001548257,0.0006451513,0.001351028],"study_design_scores_gemma":[0.002088698,0.0001199715,0.9953418,0.00007520425,0.00007699154,0.00001149297,0.001344314,0.0004100573,0.000001075515,0.0001784399,0.00008995151,0.000261958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922289,0.0005153247,0.0006852081,0.002692708,0.001562048,0.000999168,0.0003935516,0.0003273981,0.0005957303],"genre_scores_gemma":[0.8151957,0.1780035,0.0003267908,0.0004266308,0.002059243,0.00006064996,0.003811963,0.00004514223,0.00007030222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1774882,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1575546645858243,"score_gpt":0.4924262408497371,"score_spread":0.3348715762639128,"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."}}