{"id":"W2609431833","doi":"10.17615/sq6q-b323","title":"In vitro Detection of Occlusal Caries on Permanent Teeth by a Visual, Light-Induced Fluorescence and Photothermal Radiometry and Modulated Luminescence Methods","year":2015,"lang":"en","type":"book-chapter","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GlaxoSmithKline; Delta Dental Foundation","keywords":"Radiometry; Photothermal therapy; Luminescence; Fluorescence; Dentistry; Materials science; Chemistry; Optics; Optoelectronics; Medicine; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001899533,0.0004419475,0.001003244,0.000420968,0.0001500101,0.00001067222,0.0001888647,0.0004475278,0.000004942398],"category_scores_gemma":[0.00006838957,0.0004818324,0.0001604016,0.0002003777,0.0006706571,0.0002446917,0.0002482366,0.0004890805,0.000002459853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157189,"about_ca_system_score_gemma":0.000156339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850072,"about_ca_topic_score_gemma":0.00003422689,"domain_scores_codex":[0.997945,0.00005334628,0.0004652482,0.000725225,0.0005438767,0.0002673037],"domain_scores_gemma":[0.998132,0.0001186621,0.0005101338,0.0004891623,0.0003699731,0.0003800722],"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":[0.004662761,0.0004381179,0.0144415,0.001625976,0.0005060676,0.0013723,0.001833949,0.000005947537,0.9317195,0.00008648534,0.000376571,0.04293078],"study_design_scores_gemma":[0.02123715,0.008924652,0.1889464,0.00390884,0.004345223,0.01019562,0.001383716,0.008896193,0.7169239,0.0003601048,0.03082381,0.004054398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903459,0.001291493,0.00005145203,0.00006394844,0.0002284171,0.0006957808,0.0001570902,0.00004329595,0.007122641],"genre_scores_gemma":[0.9836794,0.0002960686,0.0001532191,0.00002306566,0.0001040229,0.000002012599,0.0001236141,0.00004636666,0.01557225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2147956,"threshold_uncertainty_score":0.9997633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274713904871207,"score_gpt":0.2493609415925158,"score_spread":0.2366138025438038,"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."}}