{"id":"W3030139956","doi":"10.3760/cma.j.issn.1674-2907.2019.06.006","title":"Effect of life retrospective intervention on belief about medication and perceived happiness in elderly patients with chronic kidney disease","year":2019,"lang":"en","type":"article","venue":"Zhonghua xiandai huli zazhi","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Medicine; Retrospective cohort study; Intervention (counseling); Kidney disease; Disease; Quality of life (healthcare); Internal medicine; Physical therapy; Psychiatry; Nursing; Psychology","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":[0.0002595053,0.0002165387,0.0003647973,0.0001658795,0.00006849367,0.00001835164,0.0001238186,0.00009391663,0.001015491],"category_scores_gemma":[0.00005772458,0.0001611179,0.00005970966,0.000183103,0.00008376178,0.0001598276,0.00003011589,0.0001727042,0.0001265448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918732,"about_ca_system_score_gemma":0.00004014278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003194323,"about_ca_topic_score_gemma":0.00006699654,"domain_scores_codex":[0.9984003,0.0002443233,0.0003459755,0.0004557334,0.0002865717,0.0002671098],"domain_scores_gemma":[0.9990491,0.00008544177,0.0002386615,0.0003097706,0.00005066217,0.0002664033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003037367,0.0006158706,0.9637071,0.0005458304,0.00006296693,0.000003971794,0.00063549,0.000001651683,0.00002372487,0.0001784669,0.0002544641,0.03093302],"study_design_scores_gemma":[0.01233187,0.005081965,0.981199,0.0009158633,0.00004601125,3.062333e-7,0.00003604949,0.00004631675,0.00004745209,0.00003427861,0.0001140631,0.0001468751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956884,0.0003833912,0.00001277729,0.000191839,0.0005210342,0.00155801,0.00006613346,0.00002808451,0.001550368],"genre_scores_gemma":[0.9986821,0.00002724793,0.000005284781,0.0001200862,0.00006472398,0.0001630366,0.0002867511,0.00002469888,0.0006260223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03078615,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005295691020078839,"score_gpt":0.2929257475725454,"score_spread":0.2876300565524665,"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."}}