{"id":"W3111909594","doi":"10.3390/transplantology1020012","title":"Psychosocial Dimensions in Hemodialysis Patients on Kidney Transplant Waiting List: Preliminary Data","year":2020,"lang":"en","type":"article","venue":"Transplantology","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Irritability; Intensive care medicine; Psychiatry; Anxiety","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":[],"consensus_categories":[],"category_scores_codex":[0.00007619617,0.0001556745,0.0004054743,0.00008260445,0.00007658835,0.000005478031,0.0002691566,0.0001340232,0.0001794697],"category_scores_gemma":[0.0000747279,0.0001295433,0.00006807819,0.0002298542,0.00007055664,0.00004321378,0.0000225996,0.0003418362,0.000059538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007106,"about_ca_system_score_gemma":0.00003723531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002481994,"about_ca_topic_score_gemma":0.00001829181,"domain_scores_codex":[0.9985729,0.0001117705,0.0003412908,0.0005384071,0.0001587062,0.0002768716],"domain_scores_gemma":[0.9991131,0.0001762467,0.00004679304,0.0003829553,0.00002213697,0.0002588043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007119314,0.002472819,0.9650354,0.0003897811,0.0001848109,0.001525669,0.002698039,0.00002549573,0.005091362,0.002112336,0.00771102,0.005633886],"study_design_scores_gemma":[0.01360532,0.007226494,0.924873,0.0003539146,0.0009754683,0.000396712,0.00006074637,0.02558521,0.0007483495,0.0003934078,0.02498757,0.0007938214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692155,0.0000381792,0.0001743131,0.02746395,0.00008194768,0.0003477116,0.0005371461,0.0000769451,0.002064367],"genre_scores_gemma":[0.9871609,0.00009903433,0.0002459178,0.0109644,0.00006009787,0.00001807208,0.001425391,0.00001442871,0.00001180176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04016249,"threshold_uncertainty_score":0.5282622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07827838764064195,"score_gpt":0.304017175874384,"score_spread":0.225738788233742,"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."}}