{"id":"W4386704343","doi":"10.1016/j.ajodo.2023.06.026","title":"Caries detection and characterization in pediatric patients using iTero 5D near-infrared technology","year":2023,"lang":"en","type":"article","venue":"American Journal of Orthodontics and Dentofacial Orthopedics","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reliability (semiconductor); Radiography; Dentistry; Grading (engineering); Medicine; Radiology","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":[0.0002872838,0.0002931791,0.0004135687,0.0009007723,0.0001884834,0.0003575116,0.000223628,0.000470675,0.001087304],"category_scores_gemma":[0.0005453362,0.0002348542,0.0003976179,0.0004659462,0.0001466466,0.0002681735,0.0002884689,0.0002786971,0.0002955004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382221,"about_ca_system_score_gemma":0.0001902725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813325,"about_ca_topic_score_gemma":0.002113501,"domain_scores_codex":[0.9997242,0.00004168722,0.00003265555,0.00006265726,0.00009912046,0.0000396771],"domain_scores_gemma":[0.9997599,0.00007458911,0.00006082858,0.00001252492,0.00007079743,0.00002140132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068446,0.0002449459,0.8781657,0.0001311089,0.00005871075,0.001087534,0.0007578181,0.000563608,0.06814452,0.0001274841,0.000392307,0.0492579],"study_design_scores_gemma":[0.00001210876,0.0007695484,0.9659705,0.00002261197,0.0001510417,0.003888096,0.0009236592,0.004127668,0.02256811,0.00006300818,0.001470266,0.00003350312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955689,0.0006128628,0.002267182,0.00002807531,0.000005369028,0.00001814266,0.0003747253,0.00005305817,0.001071707],"genre_scores_gemma":[0.9949307,0.0003301288,0.003810054,0.0000240363,0.000006438102,0.00001914715,0.0002416935,0.00001370825,0.0006241421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001813325,"threshold_uncertainty_score":0.003637433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548939359708778,"score_gpt":0.2818275143931299,"score_spread":0.2663381207960421,"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."}}