{"id":"W4396992636","doi":"10.1681/asn.20213210s1291a","title":"The Impact of Late Initiation of Chronic Dialysis on Mortality: A National Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; Dialysis; Intensive care medicine; Cohort study; Internal medicine","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":[0.001956148,0.0003342196,0.0004152728,0.0008377997,0.0009625408,0.0009700694,0.0009886204,0.0005537529,0.001061204],"category_scores_gemma":[0.002930002,0.0004429378,0.0007681652,0.001911065,0.0003998768,0.0006175778,0.0007237404,0.0009766268,0.0002052833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716339,"about_ca_system_score_gemma":0.002169716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1363581,"about_ca_topic_score_gemma":0.197863,"domain_scores_codex":[0.9986176,0.0002863526,0.0001769494,0.0003850296,0.0002700181,0.0002640405],"domain_scores_gemma":[0.9961163,0.0004153406,0.001649323,0.000454664,0.0007265012,0.000637978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004187644,0.00001326346,0.9995782,0.000004418681,0.0000421659,0.0000239469,0.00002960015,0.00001135785,0.00002953933,0.000007122624,0.00008083042,0.0001378041],"study_design_scores_gemma":[0.00000524976,0.00003695808,0.9994247,0.000009517417,0.00003750484,0.00008974979,0.0001219798,0.0001070977,0.00001454561,0.000007923047,0.000140955,0.000003812833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963235,0.0002440781,0.0001007878,0.00007160913,0.000009003825,0.00002233215,0.002814043,0.000003784342,0.0004108717],"genre_scores_gemma":[0.9975156,0.0001428365,0.0001279524,0.00006318115,0.000007943944,0.00002717563,0.001979894,0.000002946545,0.0001325172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1363581,"threshold_uncertainty_score":0.2711288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796802008319782,"score_gpt":0.3295677825634483,"score_spread":0.3115997624802505,"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."}}