{"id":"W4416683758","doi":"10.1007/s00467-025-07073-w","title":"Mental health among caregivers of children with nephrotic syndrome: a prospective cohort study","year":2025,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"William Osler Health System; McMaster University; McMaster Children's Hospital; Women's College Hospital; Impact; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Prospective cohort study; Mental health; Socioeconomic status; Cohort study; Nephrology; Cohort","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":[0.0004696109,0.0003373849,0.0007766994,0.000567954,0.0002052333,0.00001479132,0.0004753871,0.000158699,0.0002496498],"category_scores_gemma":[0.00002195949,0.0003116569,0.00009520751,0.001235946,0.0003933527,0.00008953246,0.000196881,0.0003920757,0.0000414609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350406,"about_ca_system_score_gemma":0.0002272485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00419071,"about_ca_topic_score_gemma":0.0005997798,"domain_scores_codex":[0.9971747,0.0004849686,0.0005171979,0.0008458429,0.000342166,0.0006351401],"domain_scores_gemma":[0.9985531,0.0001419599,0.0003734496,0.0007190291,0.00009516645,0.0001172769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403767,0.0009321654,0.9825834,0.0000325822,0.0009998387,0.0000538696,0.004833974,0.00001521089,0.000003204541,0.0003172968,0.009817737,0.0001703544],"study_design_scores_gemma":[0.00330193,0.002273764,0.9891905,0.000009857516,0.0003618676,0.0001244301,0.00440937,0.000002696235,0.000003665006,0.00004705505,0.00004548055,0.000229369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910575,0.0006381675,0.00007864472,0.000223995,0.0009987346,0.004229023,0.00004792939,0.0001311292,0.002594905],"genre_scores_gemma":[0.9980611,0.00003094388,0.0001012543,0.0004630579,0.00008362521,0.0004751372,0.00003432891,0.00003978998,0.0007108086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009772257,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004669476074896847,"score_gpt":0.26173192743652,"score_spread":0.2570624513616231,"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."}}