{"id":"W6945230820","doi":"10.25384/sage.c.5924388.v1","title":"The availability of support and peritoneal dialysis survival: A cohort study","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Peritoneal dialysis; Hazard ratio; Confidence interval; Cohort study; Dialysis; Incidence (geometry); Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01687293,0.0005059346,0.001353267,0.0003657677,0.000417995,0.0002535427,0.003476669,0.0001569613,0.1401675],"category_scores_gemma":[0.001297178,0.0003623337,0.0001599422,0.0006866627,0.000446168,0.0002133895,0.004423259,0.001104263,0.000266779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474481,"about_ca_system_score_gemma":0.0003502897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894935,"about_ca_topic_score_gemma":0.01178412,"domain_scores_codex":[0.9925272,0.002463728,0.00117518,0.0011262,0.002180643,0.0005270654],"domain_scores_gemma":[0.9910221,0.0005212622,0.001671311,0.006456538,0.0000963811,0.0002324663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005229271,0.0004692783,0.5556765,0.00003046377,0.00199249,0.00007209681,0.00020048,2.081829e-7,0.00002907098,2.445497e-7,0.4357233,0.005753617],"study_design_scores_gemma":[0.000779536,0.0001455265,0.2244562,0.0001177343,0.001672923,0.00004308178,0.00187611,0.00001195626,0.000001354335,0.0000142142,0.7704767,0.0004046928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02627298,0.1670835,0.00002527613,0.0005929377,0.003493614,0.01086566,0.2749064,0.000672094,0.5160875],"genre_scores_gemma":[0.05558821,0.1323461,0.0003574789,0.0001133283,0.003170002,0.0004704373,0.006530429,0.006564464,0.7948595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3347534,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0562745163334756,"score_gpt":0.3422080296346412,"score_spread":0.2859335133011656,"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."}}