{"id":"W2802860462","doi":"10.21815/jde.018.053","title":"Assessing Dental Students’ Readiness to Treat Populations That Are Underserved: A Scoping Review","year":2018,"lang":"en","type":"review","venue":"Journal of Dental Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Family medicine; Medicine; MEDLINE; Psychology; Health care; Dental education; Qualitative research; Medical education; Gerontology","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":[],"consensus_categories":[],"category_scores_codex":[0.002695126,0.0002531851,0.0009414394,0.000385654,0.001047327,0.0006623727,0.0009636974,0.000146806,0.0002794267],"category_scores_gemma":[0.0005357238,0.0002244723,0.0004412703,0.0007487712,0.00005339413,0.0007089462,0.0001444044,0.0006303543,0.0001336649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224185,"about_ca_system_score_gemma":0.001591494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142893,"about_ca_topic_score_gemma":0.003379934,"domain_scores_codex":[0.9956525,0.002093924,0.0008432493,0.0001963081,0.0009698641,0.0002441561],"domain_scores_gemma":[0.9966577,0.0002183192,0.002240096,0.0003130714,0.0003135768,0.0002572052],"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":[0.000006786669,0.00108102,0.01194428,0.04783003,0.0002019838,0.000009887655,0.006489981,0.000002652253,1.250274e-7,0.0001063957,0.01192403,0.9204028],"study_design_scores_gemma":[0.0001140976,0.00005830437,0.001069141,0.6311088,0.001583638,0.00006839128,0.05870048,9.763556e-8,2.182125e-7,0.00002223854,0.3069719,0.000302642],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002925333,0.9912711,0.00004024139,0.0002759984,0.002804948,0.0009653823,0.000003235086,0.00002189454,0.001691824],"genre_scores_gemma":[0.0009524852,0.9961526,0.0004654634,0.0003022671,0.001047559,0.00003917094,0.00003733115,0.00003377821,0.0009693074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9201002,"threshold_uncertainty_score":0.9153715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3678295772914338,"score_gpt":0.5576579255237035,"score_spread":0.1898283482322697,"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."}}