{"id":"W3203750695","doi":"10.1111/nep.13978","title":"Anxiety and psychosocial impact during coronavirus disease 2019 in home dialysis patients","year":2021,"lang":"en","type":"article","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Psychosocial; Peritoneal dialysis; Anxiety; Dialysis; Quality of life (healthcare); Depression (economics); Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006178689,0.0001213264,0.0002977182,0.0001111277,0.00004325698,0.00001558811,0.00003927275,0.00006370225,0.0004106146],"category_scores_gemma":[0.00003635334,0.0001004951,0.0001558428,0.0002238194,0.00005573254,0.00004064233,0.0000848659,0.00009785123,0.00004595061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006298958,"about_ca_system_score_gemma":0.00005326951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006858002,"about_ca_topic_score_gemma":0.00007402834,"domain_scores_codex":[0.9990253,0.00008170393,0.0001893467,0.0003007203,0.0001559689,0.0002469361],"domain_scores_gemma":[0.999455,0.00001664942,0.00004551487,0.0002112913,0.00003623488,0.000235279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003805,0.0009516478,0.9838805,0.00004846877,0.0002512338,0.0002427158,0.0001078921,0.00001847895,0.0007702983,0.00002266326,0.004550342,0.008151974],"study_design_scores_gemma":[0.002921306,0.00007261211,0.9875234,0.0000122535,0.0002818571,0.000002569623,0.00001265527,0.00003160781,0.00001065878,0.0001087177,0.008926503,0.0000958808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978824,0.0005584175,0.000001885756,0.000727072,0.00009472707,0.0001597076,0.0003592723,0.00001384029,0.0002026817],"genre_scores_gemma":[0.9965405,0.0005902535,0.00001519158,0.00111194,0.0001158523,0.00001654958,0.001487293,0.000009971545,0.0001124315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008056092,"threshold_uncertainty_score":0.4495942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009898063826044,"score_gpt":0.2857163027517421,"score_spread":0.2758182389256981,"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."}}