{"id":"W2012122359","doi":"10.1093/ejo/cjq116","title":"Picture archiving and communications systems: a study of reliability of orthodontic cephalometric analysis","year":2010,"lang":"en","type":"article","venue":"European Journal of Orthodontics","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Radiography; Orthodontics; Repeatability; Tracing; Cephalometric analysis; Digital imaging; Dentistry; Medicine; Computer science; Mathematics; Digital image; Computer vision; Radiology; Image processing; Statistics","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":[0.006708627,0.000271939,0.001179136,0.001299866,0.0001406904,0.0001047385,0.0009816762,0.00007492422,0.00002218509],"category_scores_gemma":[0.002896377,0.0002304859,0.0004769526,0.002058061,0.0002975682,0.0002091326,0.0004926485,0.0009957543,0.00000261257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000160361,"about_ca_system_score_gemma":0.00008371086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006244761,"about_ca_topic_score_gemma":0.0003274777,"domain_scores_codex":[0.9941168,0.002100868,0.00237557,0.0002789491,0.0008666573,0.0002611581],"domain_scores_gemma":[0.9932656,0.0009744237,0.002649066,0.001611741,0.001234351,0.0002647674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000683875,0.0008900723,0.9930134,0.0001385998,0.0008364886,0.0001659392,0.001458736,0.0004300152,0.0009818919,0.0002651123,0.00002897521,0.001722329],"study_design_scores_gemma":[0.001124003,0.0006487309,0.9915762,0.00006347566,0.002801638,0.0001492772,0.0013426,0.0007965208,0.0000306925,0.000007633852,0.001258439,0.0002007801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793289,0.0005590069,0.01755024,0.00002172318,0.000787291,0.000288,0.00004548498,0.00001643986,0.001402961],"genre_scores_gemma":[0.9798145,0.0001988349,0.01964778,0.000008252763,0.0001338562,8.251838e-7,0.000005083812,0.00004589653,0.0001449163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00381225,"threshold_uncertainty_score":0.9398941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968046633937222,"score_gpt":0.2997368850749204,"score_spread":0.2700564187355481,"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."}}