{"id":"W4302779466","doi":"","title":"Bridging the Gap for International Medical Graduates","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bridging (networking); Computer science; Computer security","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":[0.01582692,0.0007092522,0.0009316423,0.00210862,0.01250195,0.01488355,0.001885753,0.01363948,0.1009633],"category_scores_gemma":[0.02627975,0.000496642,0.001069849,0.001807982,0.006180937,0.01537759,0.02670886,0.01593679,0.01153818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004783891,"about_ca_system_score_gemma":0.0357426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755178,"about_ca_topic_score_gemma":0.008905654,"domain_scores_codex":[0.9889159,0.002532089,0.0003628946,0.0006518213,0.00160496,0.005932417],"domain_scores_gemma":[0.9216478,0.007310234,0.002399886,0.001011884,0.003482542,0.06414769],"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":[0.000169991,0.0008062589,0.02264626,0.0008823965,0.00003791845,0.001112243,0.02492873,0.0001026506,0.0007385116,0.1179945,0.6855362,0.1450444],"study_design_scores_gemma":[0.00009501859,0.0003821219,0.02265172,0.00247583,0.00003035905,0.000786055,0.1020449,0.0001274419,0.0001656536,0.04203933,0.8291355,0.00006622444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01167526,0.004391481,0.0003437227,0.9367082,0.008088851,0.00002647855,0.00007703357,0.00004149167,0.0386474],"genre_scores_gemma":[0.3052081,0.01605751,0.001841905,0.5828713,0.02151258,0.0002672724,0.0003235033,0.0002272854,0.07169051],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1009633,"threshold_uncertainty_score":0.337756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4764436185310141,"score_gpt":0.6817436801504625,"score_spread":0.2053000616194484,"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."}}