{"id":"W2114857658","doi":"10.3122/jabfm.2015.03.140255","title":"Impact of and Satisfaction with a New eConsult Service: A Mixed Methods Study of Primary Care Providers","year":2015,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Champlain Local Health Integration Network","keywords":"Medicine; Helpfulness; Referral; Primary care; Family medicine; Patient satisfaction; Thematic analysis; Service (business); Nursing; Qualitative research","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":[0.00127724,0.0001282296,0.0007556028,0.0002226962,0.00003638147,0.000004721559,0.000279697,0.00002665443,0.0000015277],"category_scores_gemma":[0.0002316291,0.00005492789,0.0000525303,0.0007082145,0.000308203,0.0001549315,0.0000980536,0.0002025575,1.538282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006933201,"about_ca_system_score_gemma":0.0002944866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1927393,"about_ca_topic_score_gemma":0.003500564,"domain_scores_codex":[0.9986247,0.0001696273,0.0006074747,0.00007766411,0.0003955557,0.0001249772],"domain_scores_gemma":[0.996195,0.0001419178,0.002540562,0.0003043496,0.0007866715,0.00003146445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00195603,0.00009814942,0.7470639,0.0006246484,0.000574613,0.00000355224,0.007995318,0.0002397988,0.008931387,0.00001928253,0.002134036,0.2303593],"study_design_scores_gemma":[0.002382231,0.002344619,0.8958892,0.0003936555,0.0003867114,0.00003511832,0.09815684,0.00004213985,0.0000329897,0.0001098131,0.0001674917,0.00005923393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964067,0.0007208991,0.0001749521,0.002018065,0.0001330059,0.0003705642,9.308593e-7,0.000007181161,0.0001676542],"genre_scores_gemma":[0.9989101,0.00003733834,0.0005218917,0.0003441349,0.0001677426,0.000001129002,2.546794e-7,0.00001292967,0.000004503293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2303,"threshold_uncertainty_score":0.8126363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0557786505326592,"score_gpt":0.3574300785585828,"score_spread":0.3016514280259237,"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."}}