{"id":"W7116729166","doi":"10.1016/j.apro.2025.100285","title":"Comparing the PROMIS-Anxiety to PROsetta GAD-7 crosswalk in solid organ transplant recipients","year":2025,"lang":"en","type":"article","venue":"Advances in Patient-Reported Outcomes","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Schema crosswalk; Transplantation; MEDLINE; Organ transplantation; Clinical trial","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":[0.0002120618,0.0003240259,0.0006884304,0.0003208779,0.0001206613,0.00003596735,0.0001888913,0.00008655748,0.00002548267],"category_scores_gemma":[0.0001294702,0.0002081187,0.0001453861,0.0008890648,0.00007301842,0.0002342934,0.00004103616,0.0003027451,0.00001539815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076194,"about_ca_system_score_gemma":0.0001087719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503767,"about_ca_topic_score_gemma":0.0008035915,"domain_scores_codex":[0.9973716,0.00006482688,0.00110566,0.0005360938,0.0004332237,0.0004886655],"domain_scores_gemma":[0.9989173,0.0001573212,0.0002073299,0.0005134528,0.00008647677,0.000118099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005093098,0.000427206,0.9880985,0.0001439302,0.0001400251,0.0002674469,0.001622481,0.0005709909,0.0002159189,0.0001158322,0.00001128614,0.007877058],"study_design_scores_gemma":[0.004906871,0.0001470717,0.9853929,0.001333751,0.0001221148,0.00006294445,0.0002429312,0.0001045879,0.005498848,0.0001898504,0.001788687,0.0002095024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919077,0.0004485372,0.0002254368,0.0008706279,0.000688876,0.001953398,0.00001937128,0.00006699916,0.003819126],"genre_scores_gemma":[0.9965017,0.0003532259,0.0007296778,0.001204706,0.00001106875,0.0002695746,0.00009077557,0.00002377944,0.0008154834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007667556,"threshold_uncertainty_score":0.8486834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775099036882433,"score_gpt":0.3376072370004498,"score_spread":0.3198562466316254,"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."}}