{"id":"W2100915794","doi":"10.1016/j.oooo.2014.06.009","title":"Academic oral and maxillofacial surgery","year":2014,"lang":"en","type":"editorial","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mentorship; Medical education; Promotion (chess); General partnership; Specialty; Faculty development; Professional development; Career development; Medicine; Quality (philosophy); Oral and maxillofacial surgery; Psychology; Family medicine; Political science; Dentistry","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":[0.01015151,0.004815081,0.00596806,0.007924652,0.004869263,0.008505522,0.004918201,0.02598406,0.01672051],"category_scores_gemma":[0.03582767,0.00225797,0.004367432,0.003509297,0.003087588,0.00427471,0.002698968,0.02559847,0.009783807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006727773,"about_ca_system_score_gemma":0.005377616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815172,"about_ca_topic_score_gemma":0.01891849,"domain_scores_codex":[0.9928768,0.001084212,0.00118243,0.0007997451,0.003494394,0.0005624407],"domain_scores_gemma":[0.9678071,0.009287588,0.001830854,0.00102409,0.01527547,0.004775017],"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":[0.00003413826,0.00001569013,0.00007578116,0.0002299782,0.0000285736,0.0001863613,0.000009098072,0.00002692825,0.00003351626,0.0001562222,0.9925119,0.006691951],"study_design_scores_gemma":[0.0001377678,0.00003706113,0.001412013,0.0009191633,0.0002105051,0.0004872697,0.00008082006,0.0002694339,0.000126452,0.0007765599,0.9955042,0.00003880948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002837335,0.003400528,0.0000529611,0.02197441,0.9733685,0.00001408073,0.00002740766,0.00002375231,0.001110012],"genre_scores_gemma":[0.0003638003,0.003094775,0.00007146103,0.009992104,0.9817595,0.00001657673,0.00002059937,0.00001034822,0.004670836],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02598406,"threshold_uncertainty_score":0.05593568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959519727424746,"score_gpt":0.3194439123744133,"score_spread":0.2798487151001658,"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."}}