{"id":"W2004242789","doi":"10.1007/s10765-012-1276-z","title":"Non-invasive Glucose Measurements Using Wavelength Modulated Differential Photothermal Radiometry (WM-DPTR)","year":2012,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Materials science; Radiometry; Photothermal therapy; Laser; Wavelength; Optics; Absorption (acoustics); Optoelectronics; Physics; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002094827,0.0001472778,0.0001670557,0.00009759613,0.00003514112,0.00002901481,0.0005902947,0.000128582,0.0001150582],"category_scores_gemma":[0.00008865998,0.0001190115,0.0002018403,0.0001012857,0.0001069363,0.00001944467,0.0001598758,0.000216704,0.000004672227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190547,"about_ca_system_score_gemma":0.00009677864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000081737,"about_ca_topic_score_gemma":2.001904e-7,"domain_scores_codex":[0.9984421,0.00003851117,0.0003123057,0.0001275473,0.0007991255,0.0002804366],"domain_scores_gemma":[0.9990163,0.0000181413,0.0002366591,0.000150202,0.0004024312,0.0001762424],"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":[0.000286842,0.0003292751,0.001558141,0.000005922351,0.0004237271,0.000006727606,0.00003240446,0.000006409581,0.9925165,0.0000130209,0.0003632569,0.004457836],"study_design_scores_gemma":[0.0006529762,0.0001479327,0.001776902,0.0000468164,0.00002624881,0.00005942571,0.00001488008,0.0002653201,0.9960802,0.0002109766,0.0005895621,0.0001287836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903134,0.0002138413,0.008099839,0.00004993923,0.0007762638,0.00006690167,0.00001263499,0.000005501034,0.0004617293],"genre_scores_gemma":[0.9956408,0.0001757808,0.00176243,0.0001391718,0.002168152,0.00000227285,0.00002124088,0.00002530517,0.00006488908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006337408,"threshold_uncertainty_score":0.4853149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899781208577559,"score_gpt":0.3370408557191497,"score_spread":0.3080430436333741,"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."}}