{"id":"W4400120323","doi":"10.1002/mas.21896","title":"Metabolomics for dental caries diagnosis: Past, present, and future","year":2024,"lang":"en","type":"review","venue":"Mass Spectrometry Reviews","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Chemistry; Metabolomics; Dentistry; Chromatography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007899764,0.001198609,0.003758704,0.000453474,0.0002057843,0.0002531886,0.0005943944,0.0006360604,0.00005245662],"category_scores_gemma":[0.0001044306,0.0008581979,0.001745354,0.0007341294,0.0001658881,0.00001024228,0.0005472088,0.0005077095,0.00005851119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007759433,"about_ca_system_score_gemma":0.0001138872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004176592,"about_ca_topic_score_gemma":0.000009640961,"domain_scores_codex":[0.9960006,0.0002482326,0.001220674,0.001529829,0.0002244569,0.0007761484],"domain_scores_gemma":[0.998104,0.0000777831,0.0005767903,0.0009570234,0.00006730463,0.0002170937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002249016,0.00009371636,0.00004004263,0.03678615,0.002550686,0.00001229839,0.00001866125,3.31583e-8,0.0002336417,0.00282724,0.1946232,0.7627919],"study_design_scores_gemma":[0.0002247597,0.0002689911,0.00000281728,0.001113465,0.005067587,0.00007928675,0.00003669331,7.125543e-7,0.00009097442,0.0002745038,0.9919913,0.000848913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008184425,0.9930951,0.0003526869,0.0003644931,0.001675508,0.003095642,0.0007796078,0.00004123689,0.0005875372],"genre_scores_gemma":[0.000001072051,0.9731524,0.007586596,0.00009138626,0.01322728,0.002962512,0.0008151931,0.0001953717,0.001968166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7973681,"threshold_uncertainty_score":0.9993869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03466717506736157,"score_gpt":0.3288182659822205,"score_spread":0.2941510909148589,"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."}}