{"id":"W2963538793","doi":"10.1111/adj.12710","title":"Carious lesion management in children and adolescents by Australian dentists","year":2019,"lang":"en","type":"article","venue":"Australian Dental Journal","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Dentistry; Carious lesion; Paediatric dentistry; Graduation (instrument); Orthodontics; Enamel paint","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002209595,0.0002412558,0.0002309639,0.0002141899,0.0001230245,0.0003501114,0.0003087931,0.0001655168,0.0004340366],"category_scores_gemma":[0.000003068479,0.0002518127,0.00008702413,0.0002240072,0.00004702099,0.0006695162,0.0001113445,0.0004675704,0.000683349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856206,"about_ca_system_score_gemma":0.00001756351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003488897,"about_ca_topic_score_gemma":0.0004085656,"domain_scores_codex":[0.9978617,0.00009370335,0.000520164,0.0003808279,0.0005637517,0.0005798698],"domain_scores_gemma":[0.9992019,0.000003868851,0.0001836462,0.0001976705,0.00002950572,0.0003834035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007037979,0.0001282307,0.9670221,0.00007725213,0.00002586108,0.0003889939,0.00002929897,0.000004526796,0.0004464829,0.00003345,0.01559373,0.01617967],"study_design_scores_gemma":[0.002673115,0.0000816282,0.989987,0.0002929885,0.00003364688,0.004384517,0.0004406145,0.00000652065,0.0003718828,0.00004111086,0.001437024,0.0002499897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977835,0.0002056522,0.00001165757,0.00004194821,0.001033323,0.0005041347,0.00004393255,0.00002887474,0.0003470072],"genre_scores_gemma":[0.978524,0.0001913857,0.00005043967,0.0001513395,0.00009015796,0.000004174935,0.0001042896,0.00003096855,0.02085326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296484,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01104039902422217,"score_gpt":0.2954352810774441,"score_spread":0.2843948820532219,"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."}}