{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01764312,0.001016245,0.003878571,0.02319955,0.001536581,0.004908854,0.001701938,0.002728554,0.002986072],"category_scores_gemma":[0.08700497,0.00130211,0.004905343,0.02208336,0.00143557,0.003453737,0.002108031,0.001408694,0.000315458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004554034,"about_ca_system_score_gemma":0.01798235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009570449,"about_ca_topic_score_gemma":0.0211057,"domain_scores_codex":[0.987368,0.003832251,0.004800034,0.0009048503,0.0027242,0.0003705436],"domain_scores_gemma":[0.9094138,0.06790411,0.01263925,0.0006855903,0.008655082,0.0007022493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001867291,0.00009364917,0.02080695,0.8168009,0.004919739,0.000589786,0.004236494,0.0001837385,0.0001842359,0.001107232,0.003599369,0.1472912],"study_design_scores_gemma":[0.00004405155,0.0001286967,0.02005067,0.9515636,0.01161855,0.0007145596,0.004216236,0.0001289762,0.0001228786,0.0003950543,0.0109768,0.00003987944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008512446,0.9871532,0.0003562769,0.001347698,0.0001784266,0.0009966124,0.0003110921,0.000006853788,0.001137354],"genre_scores_gemma":[0.04395876,0.9520515,0.001179265,0.0008125791,0.000108728,0.001427308,0.0002742683,0.000004334151,0.0001832147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02319955,"threshold_uncertainty_score":0.09330678,"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."}}