{"id":"W3174301358","doi":"10.1111/hdi.12960","title":"Determination of problems experienced during the <scp>COVID</scp>‐19 pandemic by individuals receiving hemodialysis treatment","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Pandemic; Dialysis; Anxiety; Isolation (microbiology); Intensive care medicine; Disease; Home hemodialysis; Coronavirus disease 2019 (COVID-19); Emergency medicine; Internal medicine; Infectious disease (medical specialty); Psychiatry","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":[0.000334615,0.0001094237,0.0001920926,0.0004390855,0.000485627,0.0003750444,0.0001312301,0.0003052153,0.001355855],"category_scores_gemma":[0.001909698,0.0001163813,0.0002508902,0.0002737715,0.0001994308,0.000257847,0.0003593618,0.0004503267,0.00009045213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597579,"about_ca_system_score_gemma":0.0002903817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697001,"about_ca_topic_score_gemma":0.00255806,"domain_scores_codex":[0.9996841,0.0001029511,0.00003927532,0.00002436638,0.0000691465,0.00008012525],"domain_scores_gemma":[0.9987092,0.0002213676,0.0007142909,0.00002761912,0.00009249682,0.0002350031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004694481,0.000106462,0.9955615,0.00002326948,0.00001809959,0.0001687646,0.001392636,0.000019038,0.0003922427,0.00001349957,0.0001098739,0.002147679],"study_design_scores_gemma":[0.000003187951,0.0002955853,0.995196,0.00001461302,0.0000121596,0.0005215404,0.003607239,0.00006278525,0.00009853572,0.00001129454,0.0001720141,0.000004916511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996973,0.00003743198,0.00001645008,0.00002601968,0.00000141344,0.000007100818,0.00002896713,6.925155e-7,0.0001845527],"genre_scores_gemma":[0.9997768,0.00005407223,0.00004762933,0.00002396834,0.000002539796,0.000005867624,0.00003290581,2.254674e-7,0.00005596068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697001,"threshold_uncertainty_score":0.004535794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0544484493208103,"score_gpt":0.3745800891342414,"score_spread":0.3201316398134311,"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."}}