{"id":"W4386030297","doi":"10.1503/cmaj.230584","title":"Gingival amalgam tattoo","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amalgam (chemistry); Lesion; Dentistry; Medicine; Carious lesion; Orthodontics; Surgery; Enamel paint; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003319119,0.00006132488,0.0001033785,0.000246623,0.001526548,0.000209241,0.0003359993,0.0002336766,0.003273698],"category_scores_gemma":[0.003980798,0.00006340456,0.00007750393,0.0008295463,0.00007831748,0.0001475641,0.00001281795,0.0005387384,0.003024101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008965989,"about_ca_system_score_gemma":0.004610314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00965803,"about_ca_topic_score_gemma":0.1200408,"domain_scores_codex":[0.9973416,0.0002283718,0.0002304175,0.0001101751,0.001473003,0.0006164206],"domain_scores_gemma":[0.9975116,0.0003047609,0.0001038762,0.00007566587,0.0003016797,0.001702419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.970807e-7,0.000009212928,0.05071277,0.000001340923,0.00003215701,0.0001271154,0.003748895,0.000008577753,0.000005140465,0.02017314,0.8894302,0.03575074],"study_design_scores_gemma":[0.0001338023,0.000006107114,0.05044838,0.00001329574,0.000005827557,0.00001314289,0.001806502,0.0001372611,6.277285e-7,0.001481793,0.9458728,0.00008048172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2263476,0.00009224177,0.0004075881,0.5606567,0.004975412,0.0002229379,0.00003768136,0.0004024577,0.2068573],"genre_scores_gemma":[0.9690694,0.0002680098,0.0001479506,0.00928757,0.005527954,0.00001042015,0.00001843089,0.00001788611,0.01565233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7427218,"threshold_uncertainty_score":0.9997733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868188361583665,"score_gpt":0.3020881342370266,"score_spread":0.28340625062119,"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."}}