{"id":"W2087339430","doi":"10.1053/ajkd.2001.25179","title":"Nonreferral and nonacceptance to dialysis by primary care physicians and nephrologists in Canada and the United States","year":2001,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dialysis; Incidence (geometry); Primary care; Disease; Intensive care medicine; Family medicine; Kidney disease; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760636,0.0002684736,0.0006367289,0.002239553,0.004932532,0.002490814,0.002481871,0.001567783,0.003845562],"category_scores_gemma":[0.0120676,0.0005259334,0.00092881,0.005593316,0.001556148,0.0009170674,0.001981201,0.002612005,0.000246331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03861966,"about_ca_system_score_gemma":0.07560475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914964,"about_ca_topic_score_gemma":0.9965774,"domain_scores_codex":[0.9942818,0.000844415,0.0004599844,0.0004623341,0.001741802,0.002209771],"domain_scores_gemma":[0.9693409,0.002662048,0.006556448,0.0004228301,0.009477966,0.01153985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393155,0.00008945719,0.9936395,0.00002906278,0.00004196102,0.0001489156,0.001174537,0.00007232672,0.0000450264,0.0002496295,0.001697754,0.002672433],"study_design_scores_gemma":[0.00001332976,0.00001988632,0.9956437,0.00003441653,0.00001889157,0.0001040711,0.003329032,0.0001401573,0.00002412716,0.000031637,0.0006300221,0.00001067431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844023,0.002125115,0.00006552468,0.004745827,0.00006321551,0.00005596819,0.002475681,0.00002260992,0.006043712],"genre_scores_gemma":[0.9968828,0.0006438771,0.00008046775,0.0007254997,0.00002623978,0.00001089738,0.000606015,0.000008336508,0.001015868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03861966,"threshold_uncertainty_score":0.2802065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004208814914201712,"score_gpt":0.2206742313826379,"score_spread":0.2164654164684361,"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."}}