{"id":"W4321010140","doi":"10.1155/2023/5494429","title":"Ultrasound Imaging of the Periodontium Complex: A Reliability Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Dentistry","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Medicine; Cementoenamel junction; Ultrasound; Orthodontics; Periodontology; Dentistry; Alveolar crest; Dental alveolus; Mouthpiece; Nuclear medicine; Molar; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0352584,0.000511035,0.0006410424,0.002026181,0.0006410008,0.001337246,0.0007544786,0.0006642127,0.000702987],"category_scores_gemma":[0.06631961,0.0005648877,0.001117526,0.001199848,0.001530763,0.001043956,0.001773328,0.0007079013,0.0003429413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871216,"about_ca_system_score_gemma":0.0007561442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202364,"about_ca_topic_score_gemma":0.001683017,"domain_scores_codex":[0.9752133,0.01211331,0.003001641,0.002293749,0.006745487,0.0006325902],"domain_scores_gemma":[0.8940728,0.06247459,0.01356464,0.006882396,0.02166753,0.001337952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007156917,0.0001059547,0.97484,0.0002013945,0.0005512987,0.00009273271,0.002828063,0.0003370349,0.001700513,0.0002401602,0.0002752597,0.01811167],"study_design_scores_gemma":[0.0001012972,0.002637462,0.9796383,0.0002268092,0.000815627,0.001625414,0.002693606,0.007051646,0.001979243,0.0005766912,0.002572982,0.00008089892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900328,0.001349739,0.006051864,0.00008416091,0.00006613985,0.0002035377,0.0001263835,0.00003138685,0.002054045],"genre_scores_gemma":[0.9970195,0.0001274864,0.002534293,0.00001955081,0.00002545702,0.00008448675,0.00008751265,0.0000102096,0.0000915144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0352584,"threshold_uncertainty_score":0.1864665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040618741469362,"score_gpt":0.3207212083280056,"score_spread":0.300315020913312,"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."}}