{"id":"W3081989316","doi":"10.1503/cmaj.191631","title":"International variation in dialysis discontinuation in patients with advanced kidney disease","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Institute for Health and Care Research","keywords":"Discontinuation; Dialysis; Variation (astronomy); Medicine; Kidney disease; Disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002691239,0.0001502586,0.0003185697,0.0009598823,0.0003083025,0.0005926871,0.0004661652,0.0003304957,0.0009071023],"category_scores_gemma":[0.008064982,0.0001570352,0.0006308751,0.001622561,0.0003582824,0.0003581441,0.0007320466,0.0005008679,0.0001036311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031566,"about_ca_system_score_gemma":0.000268502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006830389,"about_ca_topic_score_gemma":0.006344615,"domain_scores_codex":[0.9983034,0.0007054522,0.0002929761,0.0003277924,0.0002131067,0.0001571999],"domain_scores_gemma":[0.9913508,0.001834895,0.005314773,0.0006158128,0.0004684524,0.0004151861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000316814,0.000004314811,0.9990939,0.000005590792,0.00004436729,0.000009790946,0.0000799028,0.00005069311,0.0000249488,0.00001480658,0.00005333832,0.0005866436],"study_design_scores_gemma":[0.000001485249,0.00001423662,0.9995762,0.000004532418,0.000009488325,0.00006138519,0.00008506356,0.00009891552,0.00001187374,0.00001812172,0.000116648,0.000002062144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975064,0.000561423,0.000362057,0.00009231576,0.000009769192,0.00001235287,0.0007409864,0.000006907214,0.0007077549],"genre_scores_gemma":[0.9993033,0.0001077175,0.00008941018,0.00001538455,0.000006147502,0.000006320628,0.0004298699,0.000002046229,0.00003968234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006830389,"threshold_uncertainty_score":0.01423281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003644084517599417,"score_gpt":0.2081272257916033,"score_spread":0.2044831412740039,"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."}}