{"id":"W2977657056","doi":"10.1177/2054358119878715","title":"Protocol: Improving Access to Specialist Nephrology Care Among Rural/Remote Dwellers of Alberta: The Role of Electronic Consultation in Improving Care for Patients With Chronic Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Nephrology; Kidney disease; Rural area; Disease; Internal medicine; Intensive care medicine; Family medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03739373,0.00263137,0.002370434,0.002564661,0.007996849,0.004530969,0.005406423,0.004779087,0.1158518],"category_scores_gemma":[0.03697512,0.001831576,0.002304271,0.003481321,0.002877939,0.002340492,0.003606282,0.004909173,0.01665927],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03085674,"about_ca_system_score_gemma":0.1187879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1426992,"about_ca_topic_score_gemma":0.3185656,"domain_scores_codex":[0.9870242,0.005779625,0.001978333,0.00117123,0.002296381,0.001750129],"domain_scores_gemma":[0.9590988,0.005106173,0.004848943,0.003280677,0.0213177,0.006347604],"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":[0.08098322,0.01130165,0.01388257,0.05781263,0.0008697654,0.0008497935,0.005033384,0.00278674,0.00363915,0.007042225,0.5578204,0.2579785],"study_design_scores_gemma":[0.2419722,0.0214968,0.1151638,0.03721998,0.001576301,0.0002859161,0.007228584,0.004237887,0.004199795,0.005109734,0.5608276,0.0006813928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001414342,0.0001037322,0.0005600044,0.0008016202,0.0002820054,0.9842578,0.009060509,0.0001200301,0.003399893],"genre_scores_gemma":[0.002663921,0.0001690855,0.003209479,0.0007874483,0.00007071436,0.9895965,0.001507682,0.000007978227,0.001987106],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9691433,"threshold_uncertainty_score":0.387563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004519086854381496,"score_gpt":0.2336564804264929,"score_spread":0.2291373935721114,"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."}}