{"id":"W4396997689","doi":"10.1681/asn.20203110s1227a","title":"Patient Outcomes Following Discharge from a CKD Clinic","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Patient discharge; Intensive care medicine; Kidney disease; MEDLINE; 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":[0.0006057789,0.000151329,0.0003282928,0.0006449106,0.001230852,0.001179365,0.0005186034,0.000418343,0.002366671],"category_scores_gemma":[0.004562736,0.000125381,0.0004496595,0.001448226,0.0004681058,0.0005257031,0.000901144,0.0009642407,0.0002194345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004050435,"about_ca_system_score_gemma":0.003709549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2185146,"about_ca_topic_score_gemma":0.3125856,"domain_scores_codex":[0.9988165,0.0001430444,0.0001301086,0.0001798296,0.0003557582,0.0003747181],"domain_scores_gemma":[0.9955786,0.0002774048,0.00224646,0.0001047089,0.000804984,0.0009878265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005567918,0.00003162725,0.9978079,0.0000191074,0.00002426454,0.00009135413,0.0001888556,0.00003697643,0.00002459917,0.00002436815,0.0006162892,0.001078918],"study_design_scores_gemma":[0.000005965415,0.00004450082,0.9990082,0.00002122662,0.00001135615,0.0001128069,0.0004111942,0.00005436099,0.00001535748,0.00003283282,0.0002771124,0.000005098501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934191,0.000278701,0.00005425616,0.0004302259,0.00001588447,0.00004270751,0.003321647,0.000008844987,0.002428486],"genre_scores_gemma":[0.9979008,0.00009358535,0.00004501881,0.00009789906,0.00001092104,0.00001515155,0.001624543,0.000001500732,0.0002104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185146,"threshold_uncertainty_score":0.4344853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099379915300716,"score_gpt":0.293649181204196,"score_spread":0.2726553820511888,"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."}}