{"id":"W2414065633","doi":"10.1177/089686080102100401","title":"Are North American Nephrologists Biased against Peritoneal Dialysis?","year":2001,"lang":"en","type":"editorial","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Internal medicine; End stage renal disease; Quality of life (healthcare); Intensive care medicine; Disease; Family medicine; Nursing","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":[0.006834068,0.000112421,0.0002417822,0.0009850125,0.0007695551,0.001130839,0.000488246,0.00124132,0.003056746],"category_scores_gemma":[0.04098184,0.0001744723,0.0002667435,0.001895304,0.0009447325,0.0008011479,0.0005125932,0.0005808264,0.0003867467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007936633,"about_ca_system_score_gemma":0.001219028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003912,"about_ca_topic_score_gemma":0.0232465,"domain_scores_codex":[0.992361,0.004508121,0.0004088641,0.0005794634,0.001539981,0.000602575],"domain_scores_gemma":[0.9509087,0.0150798,0.02601703,0.001300951,0.004040467,0.002653013],"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":[0.0001294767,0.00003365818,0.9894767,0.00005028137,0.00005215209,0.00005609886,0.001885882,0.0000145685,0.00005218443,0.0001191051,0.001166249,0.006963762],"study_design_scores_gemma":[0.00002479413,0.00005297229,0.9943699,0.0001035517,0.00003804358,0.0001431927,0.003633078,0.00006395872,0.00003144166,0.00008615209,0.001446105,0.000006903287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9844308,0.001970133,0.0001335905,0.007990587,0.00009861041,0.00002575234,0.000240257,0.000003731454,0.005106541],"genre_scores_gemma":[0.9968635,0.0004107399,0.00008031348,0.002277487,0.000108372,0.00001835411,0.00006866195,0.000001505173,0.0001710189],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02003912,"threshold_uncertainty_score":0.03984493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440156055086858,"score_gpt":0.2908655038288713,"score_spread":0.2764639432780027,"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."}}