{"id":"W1647090612","doi":"10.5539/gjhs.v7n5p333","title":"Factors Influencing Neurosurgeons’ Decision to Retain in a Work Location: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Workload; Incentive; Work (physics); Qualitative research; Nursing; Medicine; Quality (philosophy); Medical education; Public relations; Psychology; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005474234,0.0003274744,0.0004863773,0.001197228,0.005303011,0.002003639,0.001070085,0.001149198,0.003385662],"category_scores_gemma":[0.006968229,0.0004356582,0.0003418178,0.00100029,0.003506928,0.002040233,0.00210951,0.001455364,0.0002895639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003768672,"about_ca_system_score_gemma":0.004428992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009186226,"about_ca_topic_score_gemma":0.01650219,"domain_scores_codex":[0.9975427,0.001388623,0.0001002281,0.0001900981,0.0002008089,0.0005774388],"domain_scores_gemma":[0.993739,0.00403272,0.0005768234,0.0001050444,0.0006856961,0.0008608151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004417764,0.0001483937,0.0127953,0.0003269223,0.000006764001,0.001507612,0.9774683,0.00004370457,0.0009893188,0.0007088593,0.0008339175,0.005126791],"study_design_scores_gemma":[0.00000305026,0.00005513684,0.002610608,0.0001221127,0.000003185677,0.0001574802,0.9943202,0.00004948533,0.0001546015,0.0001033998,0.00241361,0.000007101961],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956627,0.000315402,0.0007939098,0.001189175,0.00003033624,0.0002004456,0.0001327635,0.000005392694,0.001669707],"genre_scores_gemma":[0.9959058,0.0006183191,0.0008241703,0.0006736318,0.00001347123,0.0002731206,0.00007608889,0.000006536078,0.001608877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009186226,"threshold_uncertainty_score":0.02895087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1977589576152036,"score_gpt":0.5479336907344718,"score_spread":0.3501747331192682,"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."}}