{"id":"W2789287713","doi":"10.1370/afm.2177","title":"Sustainability of a Primary Care–Driven eConsult Service","year":2018,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Specialty; Service (business); Primary care; Sustainability; Family medicine; Medical emergency; Nursing","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":[0.000894985,0.0001176465,0.0004131475,0.000170039,0.00008476608,0.000004662399,0.0004108795,0.00008589293,0.00003552215],"category_scores_gemma":[0.0003679069,0.00007178623,0.00004477812,0.0006296444,0.0004886449,0.0001360624,0.0001711306,0.0001134919,0.00002273643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002107058,"about_ca_system_score_gemma":0.0001012597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01878922,"about_ca_topic_score_gemma":0.0006874247,"domain_scores_codex":[0.9988374,0.0000286667,0.0004781409,0.000169506,0.000239854,0.0002464275],"domain_scores_gemma":[0.996384,0.0000816338,0.0003697366,0.0005511725,0.002600746,0.00001271065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001322955,0.0005036404,0.1039231,0.04123319,0.00049989,0.00003618068,0.01375678,0.00002740055,0.01679965,0.1816946,0.1318644,0.5083382],"study_design_scores_gemma":[0.00207244,0.0005443517,0.3827392,0.00121165,0.0001243291,0.000005421747,0.02782392,0.0003931453,0.0007975977,0.0237214,0.5602251,0.0003413682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260049,0.001096887,0.00004354616,0.04365554,0.0002589232,0.0004026955,0.000003767846,0.00006010572,0.02847364],"genre_scores_gemma":[0.9890049,0.00004388583,0.00001485431,0.00996337,0.0008956795,0.000009236623,0.000009963471,0.00001148822,0.00004669578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5079969,"threshold_uncertainty_score":0.9877447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568740050259327,"score_gpt":0.3705027439128341,"score_spread":0.2136287388869014,"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."}}