{"id":"W2789873596","doi":"10.21106/ijma.204","title":"Emigration of Skilled Healthcare Workers from Developing Countries: Can Team-based Healthcare Practice Fill the Gaps in Maternal, Newborn and Child Healthcare Delivery?","year":2017,"lang":"en","type":"review","venue":"International Journal of Maternal and Child Health and AIDS","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada); York University; Registered Nurses' Association of Ontario","funders":"","keywords":"Developing country; Health care; Emigration; Medicine; Government (linguistics); Business; Nursing; Economic growth; Public relations; Economics; Political science","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":[0.006417492,0.0003103039,0.0005002315,0.0004595866,0.002076284,0.003366417,0.002023254,0.007384498,0.001888356],"category_scores_gemma":[0.02928669,0.0001599763,0.0006477544,0.0007526733,0.005014529,0.004304363,0.001698709,0.008777781,0.0003139641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00428891,"about_ca_system_score_gemma":0.01163129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559148,"about_ca_topic_score_gemma":0.02581714,"domain_scores_codex":[0.9952111,0.003069505,0.0004657652,0.0003945298,0.0004368077,0.0004222845],"domain_scores_gemma":[0.9777336,0.01540908,0.002264514,0.0002210738,0.003047223,0.001324482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002271537,0.0001025344,0.008664416,0.01227186,0.000145695,0.004108108,0.03532166,0.0006147232,0.0003017843,0.08060691,0.5999258,0.2577095],"study_design_scores_gemma":[0.0000635248,0.0001545125,0.01206994,0.03912146,0.0001353793,0.002820257,0.05002359,0.0006541348,0.0003332969,0.03747123,0.8570475,0.0001051122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002440453,0.06641566,0.0003241161,0.9139197,0.01475822,0.00001536467,0.00001740228,0.000004117424,0.002104977],"genre_scores_gemma":[0.1037467,0.2399161,0.001129172,0.6035243,0.04871402,0.00009618836,0.0000377382,0.00001807226,0.002817577],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01559148,"threshold_uncertainty_score":0.03393936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907874513729789,"score_gpt":0.3651682374018653,"score_spread":0.3360894922645674,"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."}}