{"id":"W2798139691","doi":"10.1186/s12913-018-3059-0","title":"Retention of medical doctors at the district level: a qualitative study of experiences from Tanzania","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Tanzania; Incentive; Qualitative research; Medicine; Focus group; Health administration; Nursing research; Health facility; Community health; Public health; Health care; Population; Nursing; Socioeconomics; Environmental health; Economic growth; Business; Marketing; Health services; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004137992,0.0002847084,0.000607202,0.0009114401,0.008594167,0.002592196,0.001124791,0.001055891,0.002851513],"category_scores_gemma":[0.008648274,0.0006731141,0.0002435039,0.001517371,0.00468951,0.001571236,0.003570604,0.002162715,0.0002443663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220455,"about_ca_system_score_gemma":0.004719088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226634,"about_ca_topic_score_gemma":0.04967683,"domain_scores_codex":[0.9962296,0.002308057,0.0001114766,0.0001868924,0.0002326012,0.0009312795],"domain_scores_gemma":[0.9927879,0.004073079,0.0007202177,0.0001292662,0.0004333061,0.001856247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002975856,0.0000273618,0.004868069,0.0001216879,0.000002861502,0.0009701076,0.9908507,0.00001862144,0.0005924875,0.0002404558,0.0004394102,0.001838516],"study_design_scores_gemma":[0.000004343095,0.00005649496,0.00537835,0.000107812,0.000003209405,0.0002271336,0.9899181,0.0000289292,0.00007876268,0.00003465084,0.004154061,0.000008218827],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956934,0.0007008039,0.0002802212,0.001454246,0.00003322956,0.00005979514,0.0000702327,0.0000057685,0.001702329],"genre_scores_gemma":[0.9973549,0.0005120864,0.00023853,0.0005295736,0.00001406921,0.00005444021,0.00003686256,0.000006823505,0.00125273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02226634,"threshold_uncertainty_score":0.04427344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2943256567154992,"score_gpt":0.6159531792274784,"score_spread":0.3216275225119792,"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."}}