{"id":"W6922234964","doi":"10.11575/prism/49515","title":"Supporting Integration of Internationally Trained Dentists (ITDs) into Canadian Dentistry","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credential; Accreditation; Immigration; Certification; General partnership; Licensure; License; Service (business); Economic shortage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0139618,0.0005806048,0.0003713622,0.001905672,0.02395212,0.008724337,0.004706304,0.003694922,0.02676032],"category_scores_gemma":[0.02091013,0.0005883849,0.0008309207,0.001402287,0.004752612,0.002611034,0.02344461,0.007474872,0.002639223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08554669,"about_ca_system_score_gemma":0.5044153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.955062,"about_ca_topic_score_gemma":0.985173,"domain_scores_codex":[0.9833105,0.001936576,0.0003722505,0.0008299027,0.005590537,0.007960151],"domain_scores_gemma":[0.9320489,0.001559727,0.001072191,0.0006475098,0.01774309,0.04692854],"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":[0.0001404265,0.0006066171,0.06064685,0.0007184827,0.0000568156,0.001664045,0.04106793,0.0004777077,0.002414095,0.02081172,0.5017232,0.3696721],"study_design_scores_gemma":[0.00007735952,0.0001874661,0.04559841,0.001387037,0.00006272244,0.0004041291,0.07238366,0.0005739167,0.0005846798,0.003188446,0.8754387,0.0001133775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1213588,0.009539673,0.005012423,0.5234302,0.006468396,0.001267859,0.001072554,0.0006797481,0.3311703],"genre_scores_gemma":[0.7205296,0.01118418,0.0222543,0.1364967,0.001204421,0.0006445296,0.001016499,0.0003502954,0.1063196],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08554669,"threshold_uncertainty_score":0.6206876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08842768952672395,"score_gpt":0.5076450980799398,"score_spread":0.4192174085532159,"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."}}