{"id":"W6901840132","doi":"10.6084/m9.figshare.14623487","title":"Additional file 1 of Metabolic acidosis is associated with increased risk of adverse kidney outcomes and mortality in patients with non-dialysis dependent chronic kidney disease: an observational cohort study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Observational study; Cohort study; Metabolic acidosis; Kidney disease; Adverse effect; Kidney; Cohort; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006411433,0.0001781467,0.000524551,0.00009349414,0.00004808048,0.000006829122,0.00006172987,0.00005208404,0.8104641],"category_scores_gemma":[0.005623171,0.0001356253,0.00008323861,0.000457323,0.00002030028,0.0001690963,0.00004035558,0.00013277,0.00001983021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006811911,"about_ca_system_score_gemma":0.00125797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009716192,"about_ca_topic_score_gemma":0.0002198995,"domain_scores_codex":[0.9982913,0.0001201537,0.0003309622,0.0003503516,0.000761894,0.0001453428],"domain_scores_gemma":[0.9980133,0.0002823422,0.0003564369,0.0003169704,0.0006596938,0.000371239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001952829,0.001157361,0.8411218,0.00008461704,0.000786709,0.00001996077,0.00002671721,0.00001340364,0.000004716258,1.628937e-7,0.1565592,0.00003001344],"study_design_scores_gemma":[0.004265857,0.0002229989,0.9913412,0.001527869,0.0005189506,4.128472e-7,0.00003416503,0.0002364259,0.0001280484,9.090439e-7,0.001582954,0.0001402108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4453485,0.000009213878,1.176874e-7,0.00001015665,0.000004303623,0.000307695,0.5542719,0.000007356563,0.00004076047],"genre_scores_gemma":[0.4543228,0.000001410625,0.00003393587,0.0002609704,0.00001279295,0.0003385474,0.5449203,0.000009362022,0.00009979621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8104443,"threshold_uncertainty_score":0.6731867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856628640522189,"score_gpt":0.2547870456811416,"score_spread":0.2362207592759197,"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."}}