{"id":"W4294366381","doi":"10.1016/j.gim.2022.07.003","title":"Use of eConsult to enhance genetics service delivery in primary care: A multimethod study","year":2022,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital; Children's Hospital of Eastern Ontario; University of Alberta; Trillium Health Centre; Ottawa Hospital; Ontario Institute for Cancer Research; Bruyère; Sinai Health System; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Geneticist; Referral; Primary care; Service delivery framework; Family medicine; Medicine; Medical genetics; Genetic counseling; Service (business); Nursing; Genetics; Business; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008874293,0.0001537327,0.0004347785,0.0007044665,0.00006440359,0.00001031306,0.0003732926,0.00006767147,0.00005718879],"category_scores_gemma":[0.0001490756,0.000155888,0.00001764912,0.001510131,0.00003328285,0.00005531288,0.0006350582,0.0003034902,0.000009912686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448824,"about_ca_system_score_gemma":0.00006767781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585136,"about_ca_topic_score_gemma":0.014953,"domain_scores_codex":[0.9981914,0.00009076596,0.0006836647,0.0003740691,0.0003614267,0.0002986704],"domain_scores_gemma":[0.9989792,0.00010687,0.0001892736,0.0004759642,0.0002306827,0.0000180513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001408656,0.0004997678,0.7118413,0.001314286,0.00003089368,0.0001500894,0.006302065,0.007577125,0.006384986,0.0001130511,0.0007793966,0.2648661],"study_design_scores_gemma":[0.00429041,0.0009348783,0.7097299,0.0004987038,0.00009403293,0.00001112447,0.03403063,0.007422724,0.0005700352,0.0003271185,0.2413255,0.0007649424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950087,0.001435996,0.0001103887,0.00152094,0.0004482631,0.001103149,0.000006023676,0.00003211791,0.0003344233],"genre_scores_gemma":[0.9929728,0.00006418466,0.003114878,0.0034371,0.0001983377,0.0001342141,0.00001908372,0.00002610587,0.00003329029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641012,"threshold_uncertainty_score":0.9907022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292518820671154,"score_gpt":0.323669771964386,"score_spread":0.2707445837576745,"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."}}