{"id":"W2467003287","doi":"10.14288/1.0075939","title":"Improving access to needed medical services in rural and remote Canadian communities : recruitment and retention revisited","year":2014,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Public relations; Environmental resource management; Political science; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008674088,0.00005027291,0.0002993085,0.0001205409,0.0007568508,0.00006127325,0.0003147624,0.0002198552,0.0001624326],"category_scores_gemma":[0.00007076329,0.000148466,0.00002068366,0.0002855022,0.0001128718,0.0003170524,0.0003808975,0.0003311556,0.000007553248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408589,"about_ca_system_score_gemma":0.0001723146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949494,"about_ca_topic_score_gemma":0.999102,"domain_scores_codex":[0.9984508,0.0004663662,0.0002282639,0.0001976315,0.0002206142,0.000436348],"domain_scores_gemma":[0.998778,0.0001492268,0.0001321348,0.000222418,0.0001530854,0.0005650814],"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":[0.00001871643,0.00001038842,0.2171326,0.0008848378,0.000007220892,0.00002324759,0.003263548,4.870555e-7,0.000006573305,0.000004592719,0.0009902812,0.7776575],"study_design_scores_gemma":[0.0008556758,0.00006843191,0.9492287,0.004428174,0.00001267128,0.000009481156,0.04074384,0.002154769,3.808683e-8,0.0001476174,0.002227886,0.0001227083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951224,0.0002140257,0.00003687743,0.001751479,0.0001088133,0.0009552281,0.00004841883,0.00004066793,0.001722065],"genre_scores_gemma":[0.9972638,0.0005045526,0.0003356997,0.001568438,0.00002883854,0.000001767326,0.00004201395,0.00001037267,0.000244443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7775348,"threshold_uncertainty_score":0.6054267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621238427330654,"score_gpt":0.3085651928290972,"score_spread":0.2723528085557907,"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."}}