{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002809086,0.0001501619,0.0002307037,0.0003652685,0.0006033119,0.0006579204,0.0001353525,0.0002714016,0.0008080255],"category_scores_gemma":[0.001354222,0.0001424816,0.0003010827,0.0004629786,0.0003218919,0.0002927177,0.0004729421,0.000390925,0.00008174172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008605497,"about_ca_system_score_gemma":0.0003715287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02670028,"about_ca_topic_score_gemma":0.04969943,"domain_scores_codex":[0.9997447,0.00006998804,0.00002891305,0.00002062118,0.00005995107,0.00007576871],"domain_scores_gemma":[0.9991937,0.00009122017,0.0003510315,0.0000166624,0.00008443553,0.0002628871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000652442,0.00003312491,0.9969602,0.00001407123,0.00002574784,0.0001504389,0.001128418,0.00002224962,0.000181658,0.00000580033,0.00007809207,0.001334973],"study_design_scores_gemma":[0.000002157886,0.00008463913,0.998534,0.000004602468,0.000006641359,0.0001355732,0.001121145,0.00002876128,0.00001373485,0.000003160899,0.00006298983,0.00000263966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996052,0.0001067391,0.000007380272,0.00003759424,0.000002066238,0.000003165476,0.00006177658,7.011555e-7,0.0001753629],"genre_scores_gemma":[0.9997745,0.00007510649,0.00001068333,0.0000255526,0.000003335694,0.000002392205,0.00005325523,1.760737e-7,0.00005501925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02670028,"threshold_uncertainty_score":0.05308974,"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."}}