{"id":"W2999018199","doi":"10.34067/kid.0000462019","title":"Global Dialysis Perspective: Canada","year":2020,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Health care; Business; Government (linguistics); Population; Payment; Revenue; Public health; Medicine; Family medicine; Public administration; Economic growth; Finance; Nursing; Political science; Environmental health; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003375825,0.00009814421,0.0002133473,0.000015617,0.00003882414,0.00001758466,0.00007500226,0.00002066794,0.0007925517],"category_scores_gemma":[0.0002222498,0.00007719296,0.0001282117,0.0003804555,0.00002120601,0.00002159642,0.00005211642,0.00004599479,0.00006573403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002899561,"about_ca_system_score_gemma":0.0005460245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1720059,"about_ca_topic_score_gemma":0.04989198,"domain_scores_codex":[0.9991168,0.00001890477,0.0001216921,0.0002355685,0.0003434743,0.0001636076],"domain_scores_gemma":[0.9991134,0.000006526297,0.00002902161,0.0001574904,0.00007649445,0.0006170137],"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":[0.0001553672,0.0001463939,0.02718652,0.0001021623,0.0008322361,0.0005106064,0.0002681549,0.00007099396,0.0001530853,0.008365413,0.9577109,0.004498156],"study_design_scores_gemma":[0.00182791,0.0001373329,0.158897,0.00003405081,0.001356961,0.000004995377,0.001505693,0.001353853,0.000136099,0.0002730334,0.8341771,0.000295912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.112316,0.001178748,0.0008729669,0.2843024,0.0004549776,0.0005821084,0.0002290032,0.0001905341,0.5998734],"genre_scores_gemma":[0.9761956,0.00001878659,0.0001261323,0.02251096,0.0003206838,0.000006431795,0.00003097158,0.000007597904,0.0007828869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8638796,"threshold_uncertainty_score":0.967445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047288307527188,"score_gpt":0.2493761012074987,"score_spread":0.2389032181322268,"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."}}