{"id":"W4411899899","doi":"10.1186/s12882-025-04209-w","title":"A qualitative exploration of cAregiver experienCes Of conseRvatively maNaged kidney failure: the ACORN study","year":2025,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Health and Care Research Wales","keywords":"Focus group; Medicine; Qualitative research; Nursing; Quality of life (healthcare); Family caregivers; Health professionals; Health care; Family medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039394,0.0007337903,0.001060803,0.001435081,0.01028091,0.004780469,0.001619069,0.001380553,0.003558777],"category_scores_gemma":[0.01534092,0.0006303317,0.0004274641,0.001764777,0.007735989,0.003670369,0.006663879,0.003004923,0.0003999656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007989907,"about_ca_system_score_gemma":0.00941818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03630812,"about_ca_topic_score_gemma":0.06992415,"domain_scores_codex":[0.9926239,0.00508449,0.0002684254,0.0003401826,0.0004824427,0.001200621],"domain_scores_gemma":[0.9861993,0.008698082,0.001350475,0.0003430655,0.001349493,0.002059576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003317002,0.0000322171,0.002208284,0.0001856907,0.00000276638,0.0009561197,0.9932848,0.00001394201,0.0001644531,0.0004142562,0.0007413094,0.001963055],"study_design_scores_gemma":[0.000002480911,0.0000191974,0.0008905198,0.0001531205,0.000001565604,0.0001536292,0.9948106,0.00001320307,0.00003490678,0.00005413675,0.003861489,0.000005138228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866515,0.001708679,0.000807244,0.003104577,0.0001625806,0.0002737106,0.0002229879,0.00001297358,0.00705583],"genre_scores_gemma":[0.9932175,0.00171034,0.0005466651,0.001227966,0.00004689622,0.0003841541,0.00009156929,0.0000239681,0.002750908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630812,"threshold_uncertainty_score":0.07219356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592008262397719,"score_gpt":0.3614397673959805,"score_spread":0.3055196847720033,"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."}}