{"id":"W3209075959","doi":"10.51253/pafmj.v71i5.7582","title":"DENTAL EDUCATION PAKISTAN (DEP) VISION 2025: A WAY FORWARD, TOWARDS PROGRESSION & GLOBALIZATION","year":2021,"lang":"en","type":"article","venue":"Pakistan Armed Forces Medical Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Medicine; Globalization; Humanity; Dental education; Medical education; Public relations; Political science; Law","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":[0.008143463,0.0008241577,0.0004764119,0.001315594,0.00548211,0.007035124,0.001029063,0.006828228,0.01957229],"category_scores_gemma":[0.005351524,0.0003737579,0.0007062376,0.0009915677,0.003880113,0.006230137,0.00776491,0.0128008,0.005882259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005865394,"about_ca_system_score_gemma":0.05876779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01657394,"about_ca_topic_score_gemma":0.01581547,"domain_scores_codex":[0.9956845,0.0009005718,0.0001832432,0.0002431485,0.001290789,0.00169772],"domain_scores_gemma":[0.9807153,0.001283972,0.0007370035,0.0003647605,0.00355304,0.01334597],"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":[0.00007290247,0.0004068737,0.003510002,0.0006457301,0.00001687679,0.0005457014,0.002845439,0.0002478233,0.0008625304,0.07077682,0.7528964,0.1671729],"study_design_scores_gemma":[0.00002273737,0.0001191387,0.003495311,0.0004106381,0.000008039482,0.0003515811,0.004361219,0.0001172449,0.0003178096,0.01057603,0.9801936,0.00002678723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.006156723,0.01034077,0.002848959,0.9192854,0.01464405,0.000107642,0.0003425753,0.0002408248,0.04603305],"genre_scores_gemma":[0.2475235,0.04325425,0.03387627,0.5130823,0.01133619,0.0003040645,0.001585111,0.0002518939,0.1487864],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01957229,"threshold_uncertainty_score":0.06547582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894678375617017,"score_gpt":0.5244830343608715,"score_spread":0.4855362506047013,"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."}}