{"id":"W4313339752","doi":"10.1097/tp.0000000000004477","title":"Caregiver Burden in Adult Solid Organ Transplantation","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health","keywords":"Caregiver burden; Psychological intervention; Dyad; Transplantation; Mindfulness; Medicine; Psychology; Gerontology; Nursing; Clinical psychology; Disease; Developmental psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023672,0.0001670528,0.0001696202,0.0002485083,0.0002051774,0.00001795601,0.0002406099,0.00007156846,0.001748333],"category_scores_gemma":[0.000002902292,0.0001999432,0.00005643281,0.0004040363,0.00004108119,0.0001432507,0.00001066203,0.0003019643,0.0001433515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186577,"about_ca_system_score_gemma":0.00003079423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962004,"about_ca_topic_score_gemma":0.0005320585,"domain_scores_codex":[0.9982798,0.0003030622,0.0003114485,0.000388954,0.0003640455,0.000352765],"domain_scores_gemma":[0.999531,0.00009498774,0.00007797142,0.000212501,0.0000348439,0.00004868563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003760864,0.0006875647,0.0420552,0.0007841862,0.0002045638,0.0036851,0.843132,0.01624667,0.04814746,0.02026949,0.002546152,0.01848075],"study_design_scores_gemma":[0.03013295,0.001316303,0.7807955,0.0003822116,0.0007257547,0.002431112,0.1573989,0.001394691,0.01857444,0.001707819,0.002542785,0.002597458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981722,0.00006512817,0.001227907,0.0002657902,0.001350288,0.0003992201,0.0002233075,0.0001262997,0.01462006],"genre_scores_gemma":[0.9977027,0.00007626761,0.00008109985,0.0003218511,0.00007486487,0.0002882935,0.0007440156,0.00003976465,0.0006711818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7387403,"threshold_uncertainty_score":0.9991642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321486365921586,"score_gpt":0.2851417802994413,"score_spread":0.2719269166402254,"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."}}