{"id":"W3161402625","doi":"10.3390/ijerph18105284","title":"The Suffering of Advanced Chronic Renal Patients and Their Relationship with Symptoms in Loja, Ecuador","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Distress; Observational study; Disease; Palliative care; Kidney disease; Physical therapy; Health care; Intensive care medicine; Internal medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587383,0.0001442395,0.0002019926,0.0006555329,0.0006451095,0.0006389365,0.0002230637,0.000246475,0.001326212],"category_scores_gemma":[0.001364255,0.0001196408,0.000155099,0.0006079585,0.0002729693,0.0003670602,0.000531908,0.0003149603,0.00006110096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903206,"about_ca_system_score_gemma":0.0003258885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009350598,"about_ca_topic_score_gemma":0.01275602,"domain_scores_codex":[0.9998102,0.00006553557,0.0000290202,0.0000216333,0.00002133016,0.00005245036],"domain_scores_gemma":[0.9994524,0.00009978302,0.0002733191,0.00001217235,0.00005146192,0.0001108123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006122361,0.0001213726,0.9944088,0.00003556418,0.00001389437,0.000404723,0.002179457,0.00001688818,0.0001199998,0.00002617279,0.0001006638,0.00251129],"study_design_scores_gemma":[0.000004618042,0.0001002883,0.992481,0.0000212157,0.00001065274,0.0003253304,0.006682894,0.00004576765,0.00002449528,0.00001414681,0.0002856648,0.000004027982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996527,0.000148388,0.000005988501,0.000044377,0.000001509197,0.000002893139,0.00002513058,2.111262e-7,0.0001187098],"genre_scores_gemma":[0.9997053,0.0001515186,0.00001898784,0.00001977225,0.000003524036,0.000005424145,0.00004024351,1.67646e-7,0.00005502823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009350598,"threshold_uncertainty_score":0.01859236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799798188410234,"score_gpt":0.3286033648094827,"score_spread":0.3006053829253804,"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."}}