{"id":"W1603409497","doi":"10.1111/hdi.12116","title":"Patient mood flux on‐ and off‐hemodialysis","year":2013,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Dialysis; Mood; Medicine; Affect (linguistics); Anxiety; Peritoneal dialysis; Coping (psychology); Negative mood; Depression (economics); Mood disorders; Quality of life (healthcare); Intensive care medicine; Internal medicine; Psychiatry; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004828491,0.0001893024,0.0004858356,0.0004765054,0.0006036568,0.000696447,0.0001077441,0.0002710238,0.002976228],"category_scores_gemma":[0.001849283,0.00007737642,0.0003905257,0.0003543465,0.00020364,0.0003271542,0.0004752034,0.0004760235,0.0003124913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725798,"about_ca_system_score_gemma":0.0001814425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181433,"about_ca_topic_score_gemma":0.001613624,"domain_scores_codex":[0.9995029,0.0001888338,0.00008363112,0.00005524602,0.00008658971,0.00008273361],"domain_scores_gemma":[0.9987783,0.0002156388,0.000382693,0.00006293054,0.0002319183,0.0003285747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003538802,0.0008551523,0.9703758,0.0000827029,0.0001657343,0.0001144947,0.0007790806,0.000101229,0.001401191,0.00005463107,0.000673376,0.02185784],"study_design_scores_gemma":[0.00006992766,0.001367306,0.9962347,0.00001738154,0.00005815336,0.0001980021,0.0006307054,0.0001747999,0.0004696067,0.00004870995,0.0007178651,0.0000127024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975624,0.000105123,0.00006204984,0.00003996504,0.00001671864,0.0000304154,0.0003547265,0.000004619887,0.001823824],"genre_scores_gemma":[0.9990178,0.00006687256,0.0001049869,0.00006056956,0.00001702091,0.00004243545,0.0002914551,0.000001280971,0.0003975715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002976228,"threshold_uncertainty_score":0.009956539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00958939913772338,"score_gpt":0.2412233847425772,"score_spread":0.2316339856048538,"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."}}