{"id":"W2111068629","doi":"10.1111/sdi.12060","title":"Acute Start—Chronic Needs: Education and Support for Adults who have had Acute Start Dialysis","year":2013,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Renal replacement therapy; Modality (human–computer interaction); Treatment modality; Intensive care medicine; Home dialysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003598781,0.000392769,0.0009415052,0.001018485,0.0001287114,0.0001429615,0.0002080943,0.0001639225,0.0008271312],"category_scores_gemma":[0.0001213704,0.0003358743,0.0005035408,0.0008596866,0.0001341797,0.0003225567,0.0001627603,0.0001685533,0.0000971617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432553,"about_ca_system_score_gemma":0.0002814193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004242403,"about_ca_topic_score_gemma":0.0003555756,"domain_scores_codex":[0.9974389,0.0000774648,0.0007130586,0.0006740518,0.000491756,0.0006047342],"domain_scores_gemma":[0.9982274,0.0001168827,0.0002356341,0.0007431392,0.0002760318,0.000400972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001164027,0.002632427,0.0539621,0.001058866,0.00817916,0.00008922334,0.01022426,0.0001071353,0.004124907,0.0003202845,0.1738982,0.7442393],"study_design_scores_gemma":[0.04432632,0.009878765,0.239199,0.008299932,0.1146442,0.0001040136,0.05460099,0.06361468,0.02563715,0.007067613,0.4249533,0.007674089],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847814,0.002101874,0.000377725,0.003792752,0.0003079262,0.002450636,0.0001392854,0.00006995851,0.005978467],"genre_scores_gemma":[0.9525573,0.005265709,0.002072809,0.001564868,0.0005718782,0.00182271,0.001484831,0.0000889005,0.034571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7365653,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006803994790325711,"score_gpt":0.2625587492910481,"score_spread":0.2557547545007223,"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."}}