{"id":"W2005648096","doi":"10.1016/j.aodf.2006.09.007","title":"Integrating Digital Radiography: From Diagnostic Input to Procedure Guidance","year":2006,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Digitization; DICOM; Computer science; Digital imaging; Multimedia; Picture archiving and communication system; Radiography; Teleradiology; Digital image; Information retrieval; Medical physics; World Wide Web; Computer vision; Artificial intelligence; Image (mathematics); Medicine; Image processing; Radiology; Telemedicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003573067,0.001026851,0.0005517861,0.001899087,0.000451594,0.005191458,0.001201728,0.002215043,0.00911198],"category_scores_gemma":[0.02114909,0.0009792771,0.0005467539,0.001054643,0.001033441,0.002811132,0.003440196,0.001629363,0.002926039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008939583,"about_ca_system_score_gemma":0.001712033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233743,"about_ca_topic_score_gemma":0.002346703,"domain_scores_codex":[0.9967079,0.00122361,0.0002314532,0.0002847116,0.001396728,0.0001555711],"domain_scores_gemma":[0.9871817,0.009171607,0.0003933414,0.0009014435,0.001927116,0.0004247979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002975056,0.0001739761,0.004020154,0.0004500789,0.00002856036,0.000381687,0.0008710255,0.001693403,0.01660311,0.004989667,0.005851066,0.9646397],"study_design_scores_gemma":[0.0004036937,0.002445647,0.05733153,0.008447777,0.0009556483,0.01774382,0.005346837,0.1867741,0.2632971,0.1159265,0.3404444,0.0008829153],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0570422,0.01259953,0.8409576,0.009173675,0.001263603,0.0003296128,0.0003506442,0.0100096,0.06827351],"genre_scores_gemma":[0.32634,0.01201056,0.643681,0.002431986,0.0008386527,0.0001528604,0.000285335,0.001453496,0.01280603],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00911198,"threshold_uncertainty_score":0.03048259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005555570196543767,"score_gpt":0.2321987750357043,"score_spread":0.2266432048391606,"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."}}