{"id":"W2300612846","doi":"","title":"THE DILEMMA OF PHYSICIAN SHORTAGE AND INTERNATIONAL RECRUITMENT IN CANADA; POLICY BRIEF","year":2014,"lang":"en","type":"article","venue":"","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dilemma; Economic shortage; Political science; Public administration; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01692689,0.000733662,0.001447496,0.00337633,0.0415184,0.02878608,0.006029706,0.06167608,0.01313617],"category_scores_gemma":[0.04591154,0.001459931,0.001318453,0.004593903,0.01785631,0.008080301,0.007359424,0.03750446,0.0007881998],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2267126,"about_ca_system_score_gemma":0.5597654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839845,"about_ca_topic_score_gemma":0.9929987,"domain_scores_codex":[0.9767991,0.003114834,0.0006771004,0.001082908,0.00481194,0.01351415],"domain_scores_gemma":[0.9402221,0.02015988,0.002554481,0.0004656365,0.01018811,0.02640975],"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":[0.00008536824,0.000155354,0.004609775,0.000476332,0.00003348591,0.0009818621,0.00679401,0.0008526625,0.0002523843,0.2364067,0.728672,0.02067996],"study_design_scores_gemma":[0.0001497004,0.00007185286,0.01194724,0.001756339,0.00007418684,0.0003640227,0.02850998,0.001228201,0.000233716,0.02877509,0.9266028,0.0002869648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00372296,0.004289434,0.00007431404,0.9743538,0.001490381,0.0000332306,0.0000744768,0.00001225569,0.01594894],"genre_scores_gemma":[0.1192007,0.01161488,0.0004614074,0.8194417,0.004706514,0.0001349143,0.00009843487,0.00004437891,0.04429712],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2267126,"threshold_uncertainty_score":0.8969038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109744045844541,"score_gpt":0.3072868212948388,"score_spread":0.2761893808363933,"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."}}