{"id":"W2038884630","doi":"10.4103/0972-0707.87210","title":"Caries-risk assessment with a chairside optical spectroscopic sensor by monitoring bacterial-mediated acidogenic-profile of saliva in children","year":2011,"lang":"en","type":"article","venue":"Journal of Conservative Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Saliva; Acidogenesis; Dentistry; Medicine; Materials science; Chemistry; Internal medicine","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":[0.0006045826,0.0004181929,0.0004261971,0.0004077095,0.0001522235,0.0003474809,0.0001706823,0.0004362105,0.000885286],"category_scores_gemma":[0.000902166,0.000298752,0.0002709574,0.0002582195,0.0001694443,0.0002880391,0.0002877841,0.0003567553,0.0002467527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380182,"about_ca_system_score_gemma":0.0002635407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007701236,"about_ca_topic_score_gemma":0.001070102,"domain_scores_codex":[0.9996419,0.00008917593,0.00001463586,0.00004881184,0.0001704557,0.00003500436],"domain_scores_gemma":[0.9996833,0.00006666276,0.0001053491,0.00001197605,0.0001043117,0.00002844649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001657004,0.0002715562,0.1433542,0.0003906181,0.00008428086,0.0001583193,0.0005938453,0.0003412704,0.8186853,0.0000815754,0.0002104502,0.0341716],"study_design_scores_gemma":[0.00002814388,0.004869835,0.3552697,0.00004976778,0.0002204271,0.002142715,0.001148414,0.003469709,0.6306611,0.00008571681,0.001985943,0.00006850717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962044,0.0008440863,0.002433272,0.00002247465,0.000008188688,0.00001722033,0.0001039233,0.0000298114,0.0003365396],"genre_scores_gemma":[0.9901068,0.0007055606,0.008307405,0.00002620371,0.000008049105,0.0000320261,0.0001545128,0.000007382022,0.0006521203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000885286,"threshold_uncertainty_score":0.003197372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990580986165522,"score_gpt":0.2943473298017581,"score_spread":0.2744415199401029,"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."}}