{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002793391,0.0001287934,0.0002684631,0.002160286,0.0003528708,0.000692089,0.0003235108,0.0003328143,0.000915374],"category_scores_gemma":[0.009088338,0.0001791135,0.0005125439,0.003518881,0.0003267409,0.0007372901,0.0009424821,0.0002953818,0.0001946664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009099038,"about_ca_system_score_gemma":0.000994226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389984,"about_ca_topic_score_gemma":0.01483411,"domain_scores_codex":[0.9971852,0.0009355245,0.0007991784,0.0002662779,0.0005574792,0.0002562812],"domain_scores_gemma":[0.9906524,0.002646176,0.004907841,0.0003125273,0.001044021,0.0004370487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004389437,0.00004489014,0.9966471,0.000046212,0.00002552537,0.00004135431,0.0006826852,0.00001962566,0.00004566808,0.00001211227,0.0001251849,0.002265745],"study_design_scores_gemma":[0.000003967997,0.0001231258,0.9966015,0.00004424711,0.0000115299,0.0002066083,0.002344248,0.0001604293,0.0000500748,0.000008456766,0.0004411212,0.000004699091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979993,0.0002043418,0.0000978472,0.0000376431,0.000002428367,0.00004614452,0.001231946,0.000002963302,0.0003775436],"genre_scores_gemma":[0.9981833,0.0002082693,0.0002151239,0.00006554215,0.00000465425,0.0001028341,0.001066503,0.000002890642,0.0001507794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389984,"threshold_uncertainty_score":0.02763784,"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."}}