{"id":"W4308959647","doi":"10.1002/nop2.1476","title":"Electronic consultation use by advanced practice nurses in older adult care—A descriptive study of service utilization data","year":2022,"lang":"en","type":"article","venue":"Nursing Open","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association; University of British Columbia; Ottawa Hospital; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Referral; Advanced Practice Nurses; Descriptive statistics; Family medicine; Service (business); Nurse practitioners; Nursing; Clinical nurse specialist; Population; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003818296,0.0001059256,0.0002019018,0.0001781426,0.0002209225,0.0001429586,0.0006547878,0.0000429118,0.00002595555],"category_scores_gemma":[0.0005029767,0.0001184361,0.00000706036,0.001052672,0.00001783949,0.002840736,0.0003329104,0.0002164061,0.000004632493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002753205,"about_ca_system_score_gemma":0.0001149131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05924948,"about_ca_topic_score_gemma":0.0110191,"domain_scores_codex":[0.9987044,0.0001134988,0.000330283,0.0003813435,0.0002339034,0.000236512],"domain_scores_gemma":[0.9985687,0.00007538595,0.0003816301,0.0004476115,0.0005203432,0.000006402371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002960033,0.01038753,0.05995936,0.000901324,0.000198061,0.00004398051,0.1009283,0.001717238,0.002132892,0.05483281,0.02727155,0.7386669],"study_design_scores_gemma":[0.005962419,0.0003100696,0.01226547,0.0003250505,0.0001234875,0.000007413542,0.7811334,0.006484642,0.00004998675,0.0003697039,0.1926018,0.0003665041],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923085,0.0002506555,0.0001033152,0.002209614,0.0005661472,0.002660258,0.00003708449,0.00006388696,0.001800558],"genre_scores_gemma":[0.9982685,0.000005768312,0.00010175,0.0008311154,0.00002673604,0.0001285658,0.0005533576,0.00002237071,0.00006180691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7383004,"threshold_uncertainty_score":0.947015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921723733643271,"score_gpt":0.3729411811357146,"score_spread":0.2937239437992819,"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."}}