{"id":"W1552478019","doi":"10.1111/j.1467-9566.2009.01231.x","title":"Practising medicine in two countries: South African physicians in Canada","year":2010,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Red Deer Polytechnic","funders":"","keywords":"Autonomy; Insider; Context (archaeology); Sociology; Health care; Work (physics); Qualitative research; Public relations; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003471632,0.0002494225,0.001231882,0.0001981821,0.0007093283,8.985443e-7,0.0003378849,0.000264855,0.0003758033],"category_scores_gemma":[0.000756241,0.0002312372,0.00003046466,0.000451979,0.0008646548,0.00009060666,0.00008305394,0.002390288,0.00002185968],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001918084,"about_ca_system_score_gemma":0.01089367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831061,"about_ca_topic_score_gemma":0.9934081,"domain_scores_codex":[0.9940065,0.001866453,0.001762272,0.0004453058,0.0003491284,0.001570297],"domain_scores_gemma":[0.9955493,0.002320965,0.001281982,0.0004482349,0.0001953334,0.0002042318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001303425,0.00005035468,0.8069467,0.0008600787,0.00001081018,0.00002015919,0.1753776,0.00005027019,0.00002488702,0.007364418,0.005081334,0.004083061],"study_design_scores_gemma":[0.003670581,0.0001730319,0.4302173,0.001870524,0.000009555349,0.000003838772,0.5113143,0.0001036193,0.000007564426,0.004481448,0.04776928,0.0003789632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441317,0.0009561187,0.00001787522,0.04783472,0.003325324,0.001149417,0.00004836884,0.00003719494,0.00249933],"genre_scores_gemma":[0.9888231,0.0001474165,0.000144443,0.0102745,0.0003276001,0.0001205116,0.00003095766,0.00003216087,0.00009938536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3767294,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902881693044224,"score_gpt":0.4289061962780094,"score_spread":0.3998773793475671,"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."}}