{"id":"W2461073897","doi":"10.22605/rrh3483","title":"Determinants of an urban origin student choosing rural practice: a scoping review","year":2015,"lang":"en","type":"review","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Student debt; Incentive; Mindset; Medicine; Medical education; Rural area; MEDLINE; Psychology; Family medicine; Debt; Political science; Business; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005470476,0.0007689371,0.005462055,0.0001975961,0.0009703403,0.00002284782,0.000506617,0.0006329669,0.00005913179],"category_scores_gemma":[0.0004691224,0.0005405739,0.0002603935,0.0006413977,0.0001213448,0.0003809066,0.0004794218,0.001724016,0.0001178271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117823,"about_ca_system_score_gemma":0.006829947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583792,"about_ca_topic_score_gemma":0.0004502095,"domain_scores_codex":[0.9884191,0.00469305,0.003862945,0.0006105655,0.000866323,0.00154807],"domain_scores_gemma":[0.9922109,0.0007339679,0.004341756,0.0009122393,0.0004773484,0.001323827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001314508,0.00003860095,0.00004425058,0.3669403,0.00001574438,0.000009820606,0.0005317643,2.336931e-8,4.13345e-9,0.00002032313,0.001573073,0.6308129],"study_design_scores_gemma":[0.0002504861,0.0002801519,0.00001302218,0.5317348,0.000224436,0.00008547877,0.0009180528,0.000006349037,6.535217e-9,0.0000167837,0.4662175,0.0002529053],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001595751,0.9868703,0.0000026578,0.0007328514,0.001366837,0.009819792,0.00006112856,0.0001239033,0.000862922],"genre_scores_gemma":[0.000004698512,0.99393,0.001590905,0.002715351,0.0008113516,0.00005723087,0.0001484854,0.0001055176,0.0006364311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.63056,"threshold_uncertainty_score":0.9997046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493186768309143,"score_gpt":0.5893511877151669,"score_spread":0.4400325108842527,"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."}}