{"id":"W3185366303","doi":"10.1177/08968608211034696","title":"Pulling the goalie: What the United States and the world can learn from Canada about growing home dialysis","year":2021,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Home dialysis; Dialysis; Home hemodialysis; Intensive care medicine; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007069568,0.0005397428,0.0009421963,0.0003765485,0.0006167616,0.001687562,0.0009495168,0.0001691908,0.00114278],"category_scores_gemma":[0.0002688887,0.0002642842,0.0007805491,0.0009216021,0.0005434267,0.0001711021,0.0005087178,0.001566192,0.000009287693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004447603,"about_ca_system_score_gemma":0.0003925319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6006014,"about_ca_topic_score_gemma":0.4255581,"domain_scores_codex":[0.9951997,0.0007095411,0.0007975668,0.0007654977,0.002040287,0.0004874289],"domain_scores_gemma":[0.9964834,0.001721256,0.0004253742,0.0008923439,0.0003433494,0.0001343028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003958629,0.0001311909,0.00342432,0.00014902,0.02970238,0.001376571,0.003919046,0.003096454,0.00004393619,0.0006126204,0.9404875,0.01666107],"study_design_scores_gemma":[0.001202374,0.000008377908,0.004735481,0.0003919413,0.006174597,0.000008711088,0.002377105,0.008625933,0.00003703826,0.0002689576,0.975768,0.0004014333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0567242,0.005476264,0.00004454402,0.9335817,0.002347972,0.0004677351,0.0003876066,0.00003243636,0.0009375311],"genre_scores_gemma":[0.1462233,0.01018833,0.00004438834,0.7952818,0.01188181,0.000338563,0.02152232,0.0001140359,0.01440545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1750433,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079780365774092,"score_gpt":0.2358034594530726,"score_spread":0.2250056557953317,"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."}}