{"id":"W1823356061","doi":"10.1364/boe.6.004599","title":"Hollow core photonic crystal fiber for monitoring leukemia cells using surface enhanced Raman scattering (SERS)","year":2015,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Raman scattering; Photonic-crystal fiber; Materials science; Optics; Optical fiber; Photonic crystal; Optoelectronics; Raman spectroscopy; Core (optical fiber); Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004236973,0.0002825145,0.0002965624,0.00005521378,0.0001074074,0.00006389042,0.0006199667,0.0005024235,0.00004533127],"category_scores_gemma":[0.0002721252,0.0002584933,0.00015871,0.0001858703,0.0005360054,0.00000975795,0.0004852382,0.0002740202,0.000010498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176801,"about_ca_system_score_gemma":0.0003473564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002095533,"about_ca_topic_score_gemma":3.14597e-7,"domain_scores_codex":[0.9975573,0.00003201942,0.0003799763,0.0006120065,0.0006589493,0.000759701],"domain_scores_gemma":[0.9984421,0.00006363436,0.00009746788,0.0004876197,0.000193776,0.0007153916],"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":[0.0001969627,0.00008964584,0.00002557108,0.00007410124,0.00004243989,0.000006805161,0.00003521748,0.00004552651,0.9949705,0.000009026203,0.00409775,0.0004064358],"study_design_scores_gemma":[0.001001242,0.0004045875,0.000003092085,0.00009460952,0.0000204786,0.000007565456,0.00007746947,0.002261562,0.9515595,0.000129234,0.04412549,0.0003151917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589959,0.0002872613,0.03890266,0.00006665487,0.0005256368,0.0004187291,0.00006492462,0.00006708851,0.0006711264],"genre_scores_gemma":[0.8975959,0.0001224345,0.09960683,0.00007839403,0.0009767001,0.00006563864,0.0001481811,0.00006741005,0.001338544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06140005,"threshold_uncertainty_score":0.9999867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321225153708329,"score_gpt":0.3476713548695133,"score_spread":0.30445910333243,"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."}}