{"id":"W2053056730","doi":"10.1016/j.aodf.2010.03.006","title":"The Evolving Dynamic in Oral and Maxillofacial Radiology","year":2010,"lang":"en","type":"editorial","venue":"Alpha Omegan","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005760554,0.000338863,0.0004377151,0.000276408,0.0002953132,0.0003192783,0.0005740039,0.0008451706,0.00005746683],"category_scores_gemma":[0.000714676,0.0002733147,0.0001581328,0.000283914,0.0004264015,0.0002242243,0.0001874007,0.0020344,0.0000748177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007800274,"about_ca_system_score_gemma":0.00008607855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007286216,"about_ca_topic_score_gemma":0.004973835,"domain_scores_codex":[0.9980011,0.00010449,0.0004018234,0.0005310391,0.0003962882,0.0005652506],"domain_scores_gemma":[0.99879,0.0004289407,0.0001761953,0.0004476965,0.00006105801,0.00009609986],"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":[0.0001013911,0.00004273307,0.009396468,0.00005733523,0.0001368306,0.0005602808,0.000189583,2.488796e-7,0.0006228479,0.0001592336,0.9369006,0.05183247],"study_design_scores_gemma":[0.0007949141,0.0000399384,0.01856786,0.00003627356,0.00004549545,0.0001263408,0.00007909474,0.0001311809,0.000010102,0.0008283851,0.9790083,0.0003320832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.04390617,0.003894718,0.00001075939,0.0000777029,0.949445,0.0002246768,0.0001129137,0.00006776842,0.002260257],"genre_scores_gemma":[0.4128084,0.003527507,0.0003345396,0.0001419912,0.569766,0.0001275608,0.0009099431,0.0003101907,0.01207387],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3796791,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004182933381823867,"score_gpt":0.262397234430698,"score_spread":0.2582143010488741,"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."}}