{"id":"W4391276210","doi":"10.1117/1.jbo.29.1.015003","title":"Quantitative photothermal analysis and multispectral imaging of dental structures: insights into optical and thermal properties of carious and healthy teeth","year":2024,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Optics; Photothermal therapy; Laser; Wavelength; Enamel paint; Optoelectronics","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":[0.0004825279,0.0002851825,0.0001960196,0.0006306072,0.0001248686,0.0003705858,0.0003260513,0.0004807592,0.0006393712],"category_scores_gemma":[0.0006630345,0.0002369888,0.0002102304,0.0002166676,0.0007104172,0.0004520969,0.0002522019,0.000300698,0.0001054451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459353,"about_ca_system_score_gemma":0.0001717442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000249945,"about_ca_topic_score_gemma":0.0002587373,"domain_scores_codex":[0.9998544,0.00002004981,0.000006422737,0.00004785883,0.00005605412,0.00001521295],"domain_scores_gemma":[0.9996787,0.0001497663,0.00006251463,0.00004022805,0.0000529763,0.00001563879],"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":[0.00004839732,0.00001859403,0.0009099947,0.00008712681,0.000005459059,0.00002806493,0.00006444953,0.00113962,0.9929219,0.0003383761,0.00001586292,0.004422098],"study_design_scores_gemma":[0.000006838836,0.0001619169,0.01835051,0.00001152554,0.00003187366,0.000561364,0.0001904312,0.04144136,0.937834,0.0007871093,0.000598736,0.0000244038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903442,0.000824745,0.09481342,0.00004824136,0.000007818931,0.00002151723,0.0001093638,0.0001159374,0.0006169034],"genre_scores_gemma":[0.9752908,0.000241588,0.02401246,0.00001418967,0.000004061278,0.00002380185,0.00005701214,0.00001495648,0.0003411559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006393712,"threshold_uncertainty_score":0.002551913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006793666807404369,"score_gpt":0.2432277420044496,"score_spread":0.2364340751970452,"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."}}