{"id":"W6926384169","doi":"10.25384/sage.c.5233202.v1","title":"Technique Survival and Determinants of Technique Failure in In-Center Nocturnal Hemodialysis: A Retrospective Observational Study","year":2020,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Retrospective cohort study; Hemodialysis; Dialysis; Observational study; Population; Confidence interval; Proportional hazards model","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044764,0.0002824614,0.0006176375,0.000300296,0.00001904259,0.00002728398,0.001092043,0.0005502955,0.0005520825],"category_scores_gemma":[0.000536716,0.0002439184,0.00006354869,0.00039377,0.0001832269,0.00001001119,0.001311436,0.0008423097,8.174109e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004972209,"about_ca_system_score_gemma":0.0001552774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513746,"about_ca_topic_score_gemma":0.00122788,"domain_scores_codex":[0.997658,0.0002027144,0.0005931647,0.0007022119,0.0005369529,0.0003069897],"domain_scores_gemma":[0.9987246,0.00002609234,0.0003057359,0.0007604483,0.00004654428,0.0001365274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002270071,0.0008878221,0.5021395,0.000181967,0.0001712951,0.0002335571,0.0000319155,3.71098e-8,0.4468896,0.000001836182,0.0455474,0.003688001],"study_design_scores_gemma":[0.009121,0.003599369,0.1634926,0.01421298,0.000232406,0.0004224039,0.000553442,0.00009777146,0.5939291,0.002638585,0.2088487,0.002851643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3469656,0.1321837,0.1550754,0.0101715,0.002240905,0.06407996,0.077136,0.001000937,0.211146],"genre_scores_gemma":[0.8642828,0.05624475,0.05898556,0.000484795,0.002645235,0.00137333,0.002741993,0.001055118,0.01218641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5173172,"threshold_uncertainty_score":0.9946703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0580943699198649,"score_gpt":0.3863816112750248,"score_spread":0.32828724135516,"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."}}