{"id":"W4407719886","doi":"10.46747/cfp.7102122","title":"Older adults with advanced chronic kidney disease and access to palliative care","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hospice Palliative Care Association; College of Family Physicians of Canada","funders":"","keywords":"Palliative care; Medicine; Kidney disease; Chronic disease; Intensive care medicine; Data science; Computer science; World Wide Web; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005108597,0.0001566017,0.0001978523,0.0005954811,0.0004187983,0.0005521659,0.0002153878,0.0004125564,0.001829165],"category_scores_gemma":[0.002921307,0.0001289408,0.0002387911,0.0009357998,0.0002187869,0.0007550623,0.0005547445,0.0002965271,0.0001501665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536757,"about_ca_system_score_gemma":0.0006229494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014432,"about_ca_topic_score_gemma":0.02042471,"domain_scores_codex":[0.9994892,0.0001140297,0.00009030199,0.00007696673,0.0001328043,0.00009663637],"domain_scores_gemma":[0.9982409,0.0002074355,0.001173342,0.00003214894,0.0001477195,0.0001984398],"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":[0.00001970538,0.00001811681,0.9986588,0.00002048973,0.00001184494,0.00006942343,0.000140789,0.0000121544,0.00002901839,0.00001186169,0.00009877565,0.0009089435],"study_design_scores_gemma":[0.000004933658,0.00004547868,0.9986879,0.00003181707,0.00001050729,0.0004205276,0.0003893195,0.00004959886,0.000009433421,0.00001142149,0.0003369353,0.000002132819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975159,0.0007232857,0.00005577043,0.0001923574,0.000008504044,0.00002554715,0.000750447,0.000001839795,0.000726287],"genre_scores_gemma":[0.998553,0.0005557584,0.0001236281,0.00007503369,0.00002533763,0.00002595864,0.000506269,5.121603e-7,0.0001343874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01014432,"threshold_uncertainty_score":0.02017057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007515186830240199,"score_gpt":0.2565882272016027,"score_spread":0.2490730403713625,"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."}}