{"id":"W4415772116","doi":"10.1016/j.jdent.2025.106204","title":"In vitro whitening performance of gold standard dental bleaching methods compared to trending alternatives from social media","year":2025,"lang":"en","type":"article","venue":"Journal of Dentistry","topic":"Dental Erosion and Treatment","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Foundation of Greater Montréal","keywords":"Gold standard (test); Gold alloys; Enamel paint; Dental enamel; Social media","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007886149,0.0006441745,0.0004643589,0.0003234482,0.0003238268,0.0005377249,0.0002848518,0.0006107693,0.004753647],"category_scores_gemma":[0.001005039,0.0004236224,0.0007445943,0.0003143151,0.0004200263,0.0004446789,0.0004130156,0.0007890396,0.0005932616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718469,"about_ca_system_score_gemma":0.0002952914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225725,"about_ca_topic_score_gemma":0.002315788,"domain_scores_codex":[0.9992625,0.0001805858,0.00008468328,0.0001540111,0.0001978315,0.0001203538],"domain_scores_gemma":[0.99873,0.0005838351,0.0001632041,0.0001443389,0.0002946675,0.00008390169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002363051,0.0006224726,0.0007214152,0.0003072926,0.0000350691,0.00009034531,0.0003620921,0.0003476868,0.987891,0.0001076002,0.00009296621,0.007058929],"study_design_scores_gemma":[0.00007840487,0.01010916,0.009085732,0.00003702334,0.000259865,0.0001048773,0.0005498669,0.000919862,0.9775138,0.00007556219,0.001229751,0.00003607451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958351,0.0014578,0.0005183481,0.00002814169,0.0001208058,0.00004852266,0.0001513753,0.00001708028,0.001822772],"genre_scores_gemma":[0.9919204,0.001161979,0.001805904,0.00004199586,0.00003852444,0.00005157284,0.0001573133,0.00001854297,0.004803722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004753647,"threshold_uncertainty_score":0.01590252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151065600683086,"score_gpt":0.3865875497349196,"score_spread":0.3550768937280888,"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."}}