{"id":"W1750362307","doi":"10.1177/1715163515597243","title":"Online clinical pathway for managing adults with chronic kidney disease","year":2015,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"Cumming School of Medicine, University of Calgary; University of Alberta; Alberta Health Services","keywords":"Kidney disease; Medicine; Disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001509557,0.0004747983,0.0004026731,0.001155393,0.001254174,0.002297072,0.001250018,0.00184761,0.2291611],"category_scores_gemma":[0.01666862,0.0001954135,0.0005438396,0.0009039888,0.0002324063,0.002485381,0.004072947,0.002031276,0.05526603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329913,"about_ca_system_score_gemma":0.005685716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003270574,"about_ca_topic_score_gemma":0.01009987,"domain_scores_codex":[0.9984545,0.0005785616,0.0002418474,0.0001472621,0.0003903913,0.0001875021],"domain_scores_gemma":[0.9876927,0.00209748,0.0009950313,0.0003260515,0.002408483,0.006480272],"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":[0.00008772493,0.0002473163,0.002167028,0.0002799165,0.000008338753,0.0002865315,0.0001139757,0.00009063331,0.00005542385,0.0008701681,0.8217123,0.1740806],"study_design_scores_gemma":[0.0003139506,0.0001912223,0.007671174,0.001826207,0.00002360043,0.0008733619,0.0004404844,0.0007585743,0.0001486823,0.004956341,0.9827526,0.00004385996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0197798,0.01008775,0.01626669,0.2060832,0.01007876,0.007836491,0.03181596,0.0133431,0.6847082],"genre_scores_gemma":[0.1936679,0.03272821,0.1824001,0.1472849,0.0145177,0.01246596,0.04141597,0.002913896,0.3726053],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2291611,"threshold_uncertainty_score":0.7666204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2183599688725118,"score_gpt":0.4395020948551519,"score_spread":0.2211421259826401,"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."}}