{"id":"W2511149419","doi":"10.12927/hcpol.2016.24779","title":"Building Rural Surgical Networks: An Evidence-Based Approach to Service Delivery and Evaluation","year":2016,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prince Albert Grand Council; University of British Columbia","funders":"","keywords":"Attrition; Service delivery framework; Key (lock); Stakeholder; Service (business); Business; Process management; Value (mathematics); Marketing; Operations management; Knowledge management; Nursing; Medicine; Public relations; Computer science; Engineering; Political science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002977646,0.0003130441,0.0004596819,0.0003047279,0.001042088,0.00002513313,0.0003198904,0.0004372741,0.00009681541],"category_scores_gemma":[0.0005942312,0.0002318098,0.00004898656,0.001038401,0.00005749411,0.0004977026,0.0001861929,0.0004603017,0.0001787132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500081,"about_ca_system_score_gemma":0.002142153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03508306,"about_ca_topic_score_gemma":0.002410222,"domain_scores_codex":[0.9932726,0.002988388,0.0008485543,0.0006330343,0.0007149485,0.001542474],"domain_scores_gemma":[0.995129,0.001436693,0.0002629787,0.0006819444,0.001054636,0.001434767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002088938,0.0002410699,0.1651205,0.00326628,0.0000314932,0.00001191398,0.0068463,0.002612636,0.0001544252,0.1056691,0.004290026,0.7096672],"study_design_scores_gemma":[0.02139545,0.004141954,0.3809331,0.06488702,0.0002959559,0.0001488826,0.02043339,0.2667852,0.00009061334,0.0134769,0.2228809,0.004530639],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742707,0.002517034,0.001519848,0.1170586,0.0004401768,0.003131676,0.00002428388,0.000298915,0.0007387795],"genre_scores_gemma":[0.969465,0.0005841094,0.00341873,0.02331429,0.002374254,0.0006469515,0.0000245015,0.00005580444,0.0001163253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7051366,"threshold_uncertainty_score":0.9713424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1702213472688578,"score_gpt":0.5028967514033013,"score_spread":0.3326754041344434,"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."}}