{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004588786,0.0001642774,0.000235366,0.0008141684,0.0003678411,0.0004048302,0.0001617195,0.0003113894,0.001209143],"category_scores_gemma":[0.001616022,0.0001063687,0.0002945791,0.0006876873,0.0002305122,0.0002763992,0.0004189123,0.0004004313,0.0001290789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000212705,"about_ca_system_score_gemma":0.0003072131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875257,"about_ca_topic_score_gemma":0.004431291,"domain_scores_codex":[0.9997385,0.00008411481,0.00003791135,0.00002972848,0.00006179725,0.00004788332],"domain_scores_gemma":[0.998948,0.0002849148,0.0003646612,0.0000347287,0.00009126509,0.0002765226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001334096,0.0001361313,0.9967961,0.00002772282,0.00002263525,0.00007363459,0.0003241913,0.00001812304,0.0001716209,0.000007527048,0.00004845012,0.002240547],"study_design_scores_gemma":[0.000006531649,0.0002010864,0.9993025,0.000003698313,0.00001131918,0.00009398442,0.0002306739,0.00002425645,0.00001845138,0.000006148891,0.00009975484,0.000001637032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992944,0.0001926618,0.00002525901,0.00001973946,0.000002233322,0.00001194033,0.0001721169,6.550219e-7,0.0002808899],"genre_scores_gemma":[0.9993124,0.0002065182,0.00007539932,0.00002949812,0.00001375635,0.00002178796,0.0002709305,4.452774e-7,0.0000693632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002875257,"threshold_uncertainty_score":0.005717039,"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."}}