{"id":"W4221019592","doi":"10.1177/08968608221086752","title":"The availability of support and peritoneal dialysis survival: A cohort study","year":2022,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Hemodialysis; Hazard ratio; Peritoneal dialysis; Dialysis; Confidence interval; Cumulative incidence; Cohort study; Proportional hazards model; Cohort; Retrospective cohort study; Incidence (geometry); Home hemodialysis; Internal medicine; Surgery","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":[0.002005988,0.0004847072,0.0004290778,0.001015248,0.00125307,0.001243355,0.000994548,0.0007633148,0.001306262],"category_scores_gemma":[0.003436879,0.0006134997,0.001098906,0.002052364,0.0005437448,0.0008347406,0.001210829,0.001380272,0.0002407833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206214,"about_ca_system_score_gemma":0.001868847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07686075,"about_ca_topic_score_gemma":0.08359982,"domain_scores_codex":[0.9987605,0.0002282294,0.0001298254,0.0003618876,0.0002185376,0.0003010222],"domain_scores_gemma":[0.9969515,0.0003591584,0.001126471,0.0005006677,0.0004055304,0.0006567243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788178,0.00005360866,0.9988272,0.000007632516,0.0001373901,0.00006066696,0.0001260737,0.00002399513,0.00006304397,0.00001674793,0.0001185352,0.0003862707],"study_design_scores_gemma":[0.00003712925,0.0002001127,0.998453,0.00001824201,0.0001345322,0.0002238439,0.0003447551,0.000251911,0.00002403932,0.00003129266,0.0002686806,0.00001258647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987122,0.0001698064,0.0001068332,0.0000381257,0.000008249359,0.00002547368,0.0007924972,0.000002249862,0.0001446259],"genre_scores_gemma":[0.9986516,0.0001586667,0.0001538591,0.00004189611,0.00001352877,0.00003098851,0.000823651,0.000002816102,0.0001229708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07686075,"threshold_uncertainty_score":0.1528267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381102106172783,"score_gpt":0.2860182397011317,"score_spread":0.2722072186394039,"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."}}