{"id":"W2140488550","doi":"10.1111/j.1542-4758.2009.00391.x","title":"International quotidian dialysis registry: Annual report 2009","year":2009,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Humber River Regional Hospital","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Medical prescription; Prospective cohort study; Emergency medicine; Cohort; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004908908,0.0002858536,0.0004854311,0.0006609959,0.00009489871,0.000154305,0.0004866872,0.000118953,0.002537037],"category_scores_gemma":[0.0004412747,0.0002547378,0.0007458071,0.0004619775,0.00007576054,0.0002748264,0.00010611,0.0002021259,0.0003000905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655479,"about_ca_system_score_gemma":0.0001060536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005568045,"about_ca_topic_score_gemma":0.00001290911,"domain_scores_codex":[0.9968279,0.00004987102,0.000756752,0.0006838787,0.001360811,0.0003207597],"domain_scores_gemma":[0.9981941,0.00003837886,0.0003432891,0.0006859698,0.0004212697,0.0003170168],"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":[0.00138673,0.004569876,0.05543248,0.00003481189,0.008031545,0.007276173,0.0008542048,0.0006721416,0.004600255,0.008825426,0.6147021,0.2936142],"study_design_scores_gemma":[0.002050931,0.0001065711,0.112584,0.00007094548,0.001005174,0.0002987547,0.0001828802,0.002682861,0.0007002314,0.0007513548,0.8791364,0.0004299126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1245254,0.0002199843,0.009960704,0.08037317,0.003752741,0.000658002,0.0004258496,0.0004332425,0.7796509],"genre_scores_gemma":[0.9583134,0.0001896056,0.002888833,0.00298136,0.002233541,0.00002843121,0.002204642,0.00002416213,0.03113603],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.833788,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135122283794799,"score_gpt":0.2807148207104577,"score_spread":0.2693635978725097,"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."}}