{"id":"W7056852921","doi":"","title":"Hemodialysis patients' psychosocial characteristics and quality of life indicators","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Quality of life (healthcare); Hemodialysis; Bivariate analysis; Unit (ring theory); Mental health; Compliance (psychology); Quality (philosophy)","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":[0.0004522745,0.0001021468,0.0001794275,0.00041761,0.00042665,0.0004170499,0.0001088727,0.0001563242,0.001416997],"category_scores_gemma":[0.002750273,0.00007928193,0.000182721,0.0003934336,0.0002570366,0.0002516221,0.0002867945,0.0003040023,0.0001254018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578112,"about_ca_system_score_gemma":0.0003922655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005377455,"about_ca_topic_score_gemma":0.008629418,"domain_scores_codex":[0.9996783,0.00008976503,0.00003695301,0.00002792173,0.00009538222,0.00007179833],"domain_scores_gemma":[0.998548,0.0002987716,0.0005602198,0.00003762258,0.0001586873,0.0003967205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004140542,0.00006826085,0.9968982,0.00000482558,0.0000130112,0.00003212217,0.0003614187,0.00003091199,0.0001351485,0.000009500458,0.0000587086,0.002346542],"study_design_scores_gemma":[0.00000342411,0.0001341191,0.999089,0.000002362948,0.000004478686,0.00007944908,0.0004968538,0.00005281418,0.0000292501,0.000008384868,0.00009737035,0.000002341771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996699,0.00003260026,0.00001938904,0.00002736515,8.375181e-7,0.000002512563,0.00004141025,7.779282e-7,0.0002052598],"genre_scores_gemma":[0.9998283,0.00001975511,0.0000206048,0.00001159076,0.000001586108,0.000002526379,0.00004578542,2.583444e-7,0.00006960913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005377455,"threshold_uncertainty_score":0.0106923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142744132854173,"score_gpt":0.2720141607104147,"score_spread":0.2577397474249974,"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."}}