{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896246,0.0004716549,0.0004223643,0.0009968642,0.001264483,0.001297329,0.0009967416,0.0007711374,0.001261192],"category_scores_gemma":[0.003146075,0.0006426632,0.001019455,0.002096779,0.000542954,0.0008387835,0.00117156,0.001345156,0.0002477678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267311,"about_ca_system_score_gemma":0.00187212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08711865,"about_ca_topic_score_gemma":0.09497425,"domain_scores_codex":[0.9988691,0.000213802,0.0001134084,0.0003176149,0.000196498,0.0002896493],"domain_scores_gemma":[0.9971694,0.000353294,0.001004247,0.0004549405,0.0003608132,0.0006573009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520747,0.00005285952,0.9989944,0.000005508187,0.0001016452,0.00005160337,0.0001206956,0.00002065615,0.0000576415,0.00001435144,0.00009736215,0.0003311947],"study_design_scores_gemma":[0.00003452975,0.0001886882,0.9985667,0.00001322845,0.000105869,0.0001845999,0.0003651862,0.0002513817,0.00002369169,0.00002634027,0.0002290127,0.00001081506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9988738,0.0001212935,0.00008534168,0.00003280536,0.000006463395,0.0000233473,0.000714143,0.000002059075,0.0001409112],"genre_scores_gemma":[0.9987208,0.0001416014,0.0001438671,0.00004027765,0.00001145879,0.00002989811,0.0007800058,0.000002564695,0.0001295222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08711865,"threshold_uncertainty_score":0.1732231,"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."}}