{"id":"W4409493784","doi":"10.1186/s12882-024-03820-7","title":"Symptom reduction in kidney transplant patients from 20-minute mindful breathing: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nephrology; Randomized controlled trial; Internal medicine; Kidney transplant; Breathing; Reduction (mathematics); Physical therapy; Intensive care medicine; Kidney transplantation; Kidney; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007727561,0.0002777647,0.001618626,0.0005361708,0.000103171,0.00003052564,0.0002923059,0.000397332,0.01056541],"category_scores_gemma":[0.0002323927,0.0002255096,0.0007449274,0.0002709602,0.0001564241,0.0000620268,0.00003996957,0.0003340315,0.0001528199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005744332,"about_ca_system_score_gemma":0.0001467403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007468419,"about_ca_topic_score_gemma":0.0001944847,"domain_scores_codex":[0.9955372,0.002027195,0.00128679,0.0005900593,0.0001558161,0.0004029493],"domain_scores_gemma":[0.9980575,0.0009750451,0.0003316914,0.000443636,0.00007682561,0.000115229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9455899,0.001303495,0.0007113601,0.00001260481,0.0005900911,0.00001359666,0.0006642521,0.000007149826,0.00003284266,0.02447934,0.02550416,0.001091187],"study_design_scores_gemma":[0.9773402,0.0002191235,0.001320519,0.0001188448,0.0004439923,0.00000634953,0.0001161769,0.0003562572,0.00007088535,0.01375931,0.006060964,0.0001873959],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444244,0.0002135306,0.03037856,0.001221951,0.009174821,0.004394754,0.0001281356,0.00008074905,0.00998312],"genre_scores_gemma":[0.9723185,0.00000194187,0.0001234575,0.0007226182,0.0002774058,0.01767834,0.0001965768,0.00001835805,0.008662806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03175025,"threshold_uncertainty_score":0.990339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146237073202373,"score_gpt":0.290466789385429,"score_spread":0.2758430820651916,"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."}}