{"id":"W3157999333","doi":"10.35680/2372-0247.1441","title":"Patients’ and family caregivers’ perceptions of doctor-to-doctor advice and electronic referral notifications in Alberta","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Referral; Confidentiality; Medicine; Phone; Specialty; Family medicine; Nursing; Medical advice","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009449489,0.0001132789,0.0001906076,0.0002715037,0.0001929761,0.00008418744,0.0001083802,0.00006783495,0.00007912057],"category_scores_gemma":[0.0001914975,0.0001073632,0.00003046423,0.0004605826,0.00006406633,0.0004823151,0.0001149278,0.0002150526,0.00001255358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008127894,"about_ca_system_score_gemma":0.00007085298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407065,"about_ca_topic_score_gemma":0.003208868,"domain_scores_codex":[0.9988374,0.00002499453,0.000405325,0.0002397435,0.0001877937,0.0003047681],"domain_scores_gemma":[0.9992727,0.00002898275,0.000179585,0.0001519861,0.0003257888,0.00004096248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004156631,0.0002843174,0.9220315,0.0001085648,0.00001888564,0.0000144694,0.01883506,0.00001516515,0.00535848,0.01870197,0.0008670326,0.03372304],"study_design_scores_gemma":[0.0009901139,0.0001747155,0.8368292,0.0001885271,0.00001821892,0.00004034827,0.03751098,0.0003049184,0.0001136552,0.0004297327,0.1230522,0.0003474148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973838,0.0001262804,0.00004583629,0.0009310634,0.0002314235,0.0001614277,0.00000272446,0.0000146167,0.001102766],"genre_scores_gemma":[0.9991908,0.00007068741,0.0001400112,0.0003805485,0.00007590141,0.00002531488,0.000007212452,0.000009776254,0.00009974677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1221852,"threshold_uncertainty_score":0.6153632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495270016946353,"score_gpt":0.2590013218742264,"score_spread":0.2440486217047629,"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."}}