{"id":"W4391455888","doi":"10.59657/2993-0863.brs.23.017","title":"Gold in Medicine and Dentistry","year":2023,"lang":"en","type":"article","venue":"Dentistry and Oral Health Care","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Dentistry; Medicine; Orthodontics","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":[0.001932444,0.0004345495,0.0005254649,0.001311708,0.001736539,0.00408236,0.0004613958,0.001683436,0.01358751],"category_scores_gemma":[0.003010547,0.0001166768,0.0002163171,0.001040715,0.003977977,0.00237781,0.001907962,0.00334274,0.004312265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351049,"about_ca_system_score_gemma":0.004318258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003597661,"about_ca_topic_score_gemma":0.008607834,"domain_scores_codex":[0.9983388,0.0003990501,0.0001189236,0.0002018616,0.0008008549,0.0001405672],"domain_scores_gemma":[0.9980733,0.0003500565,0.0001773782,0.0001280694,0.0009074893,0.0003636681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001196894,0.00005279588,0.001688019,0.001826935,0.00002765432,0.0003008231,0.003064572,0.0001445325,0.003486481,0.202831,0.3872195,0.3992379],"study_design_scores_gemma":[0.000003251407,0.00003923455,0.0009034207,0.000576179,0.000003824902,0.0002307518,0.0004738595,0.00001462073,0.0003638222,0.01532994,0.9820514,0.000009744362],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004838047,0.5900008,0.00134445,0.1465802,0.05949231,0.00006237952,0.0001848771,0.0001224512,0.1973744],"genre_scores_gemma":[0.1257959,0.5474174,0.006073381,0.05634652,0.0354844,0.00007196028,0.0002342995,0.0001448455,0.2284312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01358751,"threshold_uncertainty_score":0.04545474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07591159936443238,"score_gpt":0.4101989148030008,"score_spread":0.3342873154385684,"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."}}