{"id":"W4415649750","doi":"10.1177/20543581251380499","title":"Weight Management Experiences Among People With CKD: A Qualitative Study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry","keywords":"Qualitative research; Weight management; Health care; Weight loss; Focus group; Self-management; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.009851465,0.0005994793,0.001109203,0.001751794,0.01295602,0.004344326,0.001762161,0.002084846,0.003974419],"category_scores_gemma":[0.01457874,0.0008144423,0.0005840094,0.00218222,0.008594066,0.004195324,0.006832016,0.003764888,0.000353572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008254678,"about_ca_system_score_gemma":0.01015845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05627109,"about_ca_topic_score_gemma":0.0828493,"domain_scores_codex":[0.9935174,0.003763441,0.0002591489,0.0004100513,0.0006186186,0.00143136],"domain_scores_gemma":[0.9866107,0.008312821,0.0008420851,0.0002536743,0.001472811,0.002507986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001453755,0.00002540282,0.001296187,0.00008244703,0.000001920495,0.0002900572,0.9964598,0.000008304586,0.0001448164,0.0002525221,0.0002642412,0.00115975],"study_design_scores_gemma":[0.000002688711,0.00001739101,0.0006751834,0.00009988042,0.000001588746,0.00008031268,0.9966826,0.00001837765,0.00003209606,0.00007724229,0.002306526,0.000006111123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892666,0.001016881,0.001068375,0.003238288,0.0001090269,0.0003153599,0.0002678634,0.00001494719,0.004702591],"genre_scores_gemma":[0.9927711,0.001384887,0.000851984,0.001770111,0.00003224389,0.0004851267,0.0001147556,0.00002602802,0.002563795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05627109,"threshold_uncertainty_score":0.1118871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011561060211673,"score_gpt":0.4327641797691394,"score_spread":0.4026485691670226,"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."}}