{"id":"W2996545479","doi":"10.3390/ijerph17010043","title":"Exploring Satisfaction and Migration Intentions of Physicians in Three University Hospitals in Poland","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Salary; Earnings; Thematic analysis; Scale (ratio); Psychology; Qualitative research; Nursing; Health care; Sample (material); Family medicine; Medicine; Business; Sociology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069691,0.0001509672,0.0001992718,0.0006230408,0.00103022,0.0008517754,0.0002115904,0.0003895028,0.001487405],"category_scores_gemma":[0.003222325,0.000182339,0.00018634,0.0005699902,0.0005646209,0.0003756713,0.0008837315,0.0004435562,0.0001217199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007553186,"about_ca_system_score_gemma":0.00115016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006330721,"about_ca_topic_score_gemma":0.008871124,"domain_scores_codex":[0.9993105,0.0002286068,0.00005986757,0.0000656866,0.0001269892,0.0002083403],"domain_scores_gemma":[0.9976999,0.0004917033,0.0008622016,0.00004311847,0.0002801151,0.000623012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007439418,0.0001561937,0.9604948,0.00006736425,0.00001827334,0.0003657074,0.02923096,0.00004661457,0.0008861699,0.00006975037,0.000291894,0.008297945],"study_design_scores_gemma":[0.000006206415,0.0001987596,0.9093902,0.00003339899,0.00000759467,0.0001890409,0.08920906,0.0001302447,0.0001475535,0.0000221369,0.000656167,0.000009674392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997498,0.00002532656,0.00002043226,0.00006945547,0.000001248552,0.000003434102,0.00000999629,5.352856e-7,0.0001197801],"genre_scores_gemma":[0.9997497,0.00004601135,0.00004417797,0.00004502749,0.000001340153,0.000005151182,0.00001681098,3.299047e-7,0.00009145965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006330721,"threshold_uncertainty_score":0.01258779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450677462955443,"score_gpt":0.428164667368518,"score_spread":0.2830969210729737,"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."}}