{"id":"W2742812628","doi":"10.1136/bmjopen-2017-016267","title":"A national surveillance project on chronic kidney disease management in Canadian primary care: a study protocol","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University; University of Toronto; University of Manitoba; University of Calgary; University of Alberta","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Referral; Kidney disease; Family medicine; Health care; Population; Medical record; Public health; Disease management; Disease; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02207549,0.002230922,0.002996076,0.005737706,0.007522644,0.004162189,0.005798913,0.001697566,0.02461005],"category_scores_gemma":[0.0282343,0.002016558,0.002974991,0.01189955,0.001552757,0.001680959,0.003131321,0.002680917,0.003806839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06388847,"about_ca_system_score_gemma":0.2292587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9182301,"about_ca_topic_score_gemma":0.9326997,"domain_scores_codex":[0.9859774,0.003127369,0.003096946,0.002064512,0.003980048,0.001753683],"domain_scores_gemma":[0.9691744,0.001503028,0.002256721,0.002001136,0.02237737,0.002687373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007795758,0.002118844,0.1368944,0.02327949,0.001194695,0.0006122086,0.006705457,0.004258414,0.001202827,0.01131761,0.7129939,0.09162643],"study_design_scores_gemma":[0.01166905,0.001460777,0.616734,0.01194833,0.001082581,0.000384474,0.004706069,0.004933828,0.0009442726,0.002369047,0.3432976,0.0004700339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01106927,0.001130538,0.005382529,0.0008457797,0.0002548913,0.6221678,0.3474775,0.0002676707,0.0114041],"genre_scores_gemma":[0.0359862,0.001697256,0.02507457,0.001000273,0.0001295431,0.7745533,0.1585571,0.00007724383,0.002924504],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08176994,"threshold_uncertainty_score":0.4635454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05861385230388467,"score_gpt":0.427826545490036,"score_spread":0.3692126931861514,"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."}}