{"id":"W2414212947","doi":"10.1093/ndt/gfw208","title":"A scoping review of adult chronic kidney disease clinical pathways for primary care","year":2016,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chevron (Canada); University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; Medicine; MEDLINE; Psychological intervention; Clinical pathway; Kidney disease; Intensive care medicine; Population; Data extraction; Family medicine; 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":[0.04250998,0.002145236,0.005498255,0.03826819,0.002839098,0.008734656,0.003116823,0.004628472,0.007727713],"category_scores_gemma":[0.1869249,0.001807108,0.006132242,0.04301175,0.002514639,0.007593811,0.005109694,0.002508059,0.001027837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297241,"about_ca_system_score_gemma":0.05661592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118503,"about_ca_topic_score_gemma":0.02609842,"domain_scores_codex":[0.9530894,0.01929033,0.01786942,0.002169049,0.006686672,0.0008950196],"domain_scores_gemma":[0.841204,0.1177253,0.01798828,0.002663783,0.01920938,0.001209081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006771989,0.00002221762,0.0005746096,0.9002421,0.001185115,0.0001856669,0.001912927,0.0002231195,0.0001019689,0.002310146,0.005516907,0.0876576],"study_design_scores_gemma":[0.00002180767,0.00003204471,0.0006587629,0.9705132,0.002178751,0.0001276706,0.0005980257,0.00005026022,0.00004540001,0.0004911625,0.02526821,0.00001467143],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001130797,0.9889048,0.001113474,0.00215106,0.00070507,0.002571937,0.0009163329,0.00002579741,0.002480582],"genre_scores_gemma":[0.01168262,0.97681,0.003924496,0.001288387,0.0002101641,0.004899961,0.0008505558,0.00001621037,0.0003174728],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04250998,"threshold_uncertainty_score":0.224817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1506656475301526,"score_gpt":0.4803311441352406,"score_spread":0.329665496605088,"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."}}