{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008578745,0.000800814,0.001144207,0.002114488,0.0002955908,0.00135035,0.0006719208,0.001252063,0.003320038],"category_scores_gemma":[0.001161643,0.0002803526,0.0006828871,0.002048242,0.0005356736,0.001561451,0.0008213897,0.001676567,0.001906687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007463205,"about_ca_system_score_gemma":0.001428666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297046,"about_ca_topic_score_gemma":0.002294753,"domain_scores_codex":[0.9997297,0.00006649479,0.0000270305,0.00004992109,0.00009260724,0.00003419022],"domain_scores_gemma":[0.9994341,0.0002697365,0.00005707227,0.00001821403,0.0001775648,0.00004343121],"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":[0.0001008912,0.00007340327,0.0003955452,0.01833546,0.0001535663,0.0001842704,0.00009085236,0.0004110192,0.005904019,0.006344991,0.02555305,0.942453],"study_design_scores_gemma":[0.00001343361,0.0001656097,0.001703235,0.004821607,0.0001949612,0.001018095,0.0001447513,0.0002936201,0.002023005,0.005737916,0.9838382,0.00004566379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001956627,0.9979532,0.0003056979,0.000582978,0.0002310189,0.000003919923,0.00002376659,0.00001232622,0.000691366],"genre_scores_gemma":[0.001054789,0.9975896,0.0004521646,0.0002337719,0.0001721859,0.000005152523,0.00003323327,0.000002342989,0.0004569301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003320038,"threshold_uncertainty_score":0.01110661,"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."}}