{"id":"W2395422201","doi":"10.1097/01.jaa.0000466596.15540.1d","title":"Should international medical graduates work as physician assistants?","year":2015,"lang":"en","type":"letter","venue":"JAAPA","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Economic shortage; Scope of practice; Medical education; Competition (biology); Quality (philosophy); Nova scotia; Physician assistants; Health care; Medicine; Nurse practitioners; Psychology; Nursing; Political science; Public relations; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004156658,0.0002011031,0.0002834393,0.0005927955,0.003137947,0.003648758,0.0008717988,0.005110918,0.02684731],"category_scores_gemma":[0.02603639,0.0002423509,0.0002881168,0.0007033913,0.001458978,0.003172532,0.001533747,0.004629189,0.008977853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439687,"about_ca_system_score_gemma":0.01353969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02425357,"about_ca_topic_score_gemma":0.08324746,"domain_scores_codex":[0.9974341,0.0005952932,0.0001010062,0.000280524,0.0006197944,0.0009693463],"domain_scores_gemma":[0.9789608,0.001477945,0.001398058,0.000389733,0.004425467,0.01334806],"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":[0.00002347443,0.00004916833,0.01362617,0.0001143731,0.000004986322,0.0001915729,0.002373516,0.00001254264,0.00007390233,0.002623692,0.9253965,0.05551004],"study_design_scores_gemma":[0.00002594309,0.00006430813,0.01712687,0.00084989,0.00001232424,0.0007217705,0.01164406,0.00003553617,0.00007200541,0.001629218,0.9677975,0.00002054821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009267405,0.01003223,0.0002031891,0.9216788,0.01704585,0.00003418922,0.0001726852,0.00007779141,0.0414879],"genre_scores_gemma":[0.1777381,0.02056142,0.00116791,0.6747443,0.01225635,0.000147654,0.000327445,0.0001127746,0.1129441],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02684731,"threshold_uncertainty_score":0.08981317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215865383678782,"score_gpt":0.4705638975434765,"score_spread":0.3489773591755982,"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."}}