{"id":"W2041857563","doi":"10.1016/j.aodf.2007.07.016","title":"Understanding and Managing Dental Caries: A Medical Approach","year":2007,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carious lesion; Dentistry; Tooth surface; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005101532,0.00009927585,0.0001168374,0.0001023021,0.000176228,0.00006163277,0.0001033302,0.0001147697,0.0001092953],"category_scores_gemma":[0.00005434041,0.00009942154,0.00002954277,0.0002075014,0.00009500152,0.0001366099,0.00006967603,0.000147703,0.0000379239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158085,"about_ca_system_score_gemma":0.00003014601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425314,"about_ca_topic_score_gemma":0.001476266,"domain_scores_codex":[0.9987423,0.00002355147,0.0002134196,0.0002241481,0.0004691917,0.0003273996],"domain_scores_gemma":[0.9994637,0.00007053815,0.00004352269,0.0001178585,0.00001491526,0.0002894565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003995883,0.0003552192,0.6791025,0.001095161,0.0001497536,0.002206945,0.003310557,0.00000469788,0.0002480872,0.2258856,0.01056645,0.07667538],"study_design_scores_gemma":[0.01349264,0.0005767214,0.7085341,0.0007141487,0.0003104312,0.01093729,0.1799239,0.0244844,0.002178493,0.02239115,0.03382762,0.002629078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983181,0.0007428426,0.1179025,0.00006643464,0.0008305357,0.0002153067,0.00000567862,0.0001489334,0.08176964],"genre_scores_gemma":[0.9984311,0.00003011504,0.000150708,0.0005393741,0.0001459483,0.000002812697,0.00003875932,0.00001712919,0.0006440643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034945,"threshold_uncertainty_score":0.4054293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364357041831666,"score_gpt":0.3156803270588768,"score_spread":0.2620367566405601,"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."}}