{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636748,0.0001237266,0.0002415718,0.0006147751,0.0006741844,0.0005609503,0.0003634394,0.0004769973,0.001691991],"category_scores_gemma":[0.006350384,0.0002779287,0.0002232707,0.0006281135,0.0003667203,0.0004027243,0.0008162273,0.0005992688,0.0002350188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009000144,"about_ca_system_score_gemma":0.001848081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02372386,"about_ca_topic_score_gemma":0.03379685,"domain_scores_codex":[0.9984233,0.0005498019,0.0001701731,0.0001112711,0.0005102142,0.0002351365],"domain_scores_gemma":[0.9969105,0.0005813892,0.001641472,0.00006309467,0.0003243961,0.0004791526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003249562,0.00008471958,0.9729883,0.0001230619,0.00001557786,0.000335969,0.007497304,0.00003108703,0.0002623623,0.00004130867,0.0006081292,0.01797975],"study_design_scores_gemma":[0.000006857573,0.00019936,0.987399,0.0001424156,0.00001680265,0.001015015,0.00871147,0.00008683775,0.00008774915,0.00003110059,0.002297343,0.000006137804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976817,0.0007770845,0.00002050524,0.0004108905,0.000007069802,0.0000208231,0.00004410901,0.000001562296,0.001036206],"genre_scores_gemma":[0.9979225,0.001265797,0.0002065061,0.0002188736,0.00001343538,0.00002338458,0.00004643302,8.782687e-7,0.0003022571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372386,"threshold_uncertainty_score":0.04717159,"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."}}