{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003751484,0.0004157252,0.0002494175,0.0003044095,0.0001738733,0.0001939929,0.000382677,0.0005532712,0.000434276],"category_scores_gemma":[0.0002881302,0.0001557125,0.0002150122,0.0002123444,0.0003122211,0.0004941633,0.0002750671,0.0003331552,0.0002515612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749036,"about_ca_system_score_gemma":0.000367673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008423204,"about_ca_topic_score_gemma":0.001402165,"domain_scores_codex":[0.9996425,0.00004606371,0.00001868915,0.00009547545,0.0001677152,0.0000296033],"domain_scores_gemma":[0.9997855,0.00005865228,0.00006456699,0.00001974666,0.00005687105,0.00001474138],"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":[0.00002778165,0.00001189886,0.0001702595,0.00002944478,0.000002226267,0.00002248486,0.00001318436,0.000162068,0.9935217,0.0001304343,0.00004260785,0.005865709],"study_design_scores_gemma":[0.000004509813,0.0001003003,0.0005429882,0.000002580761,0.000006245374,0.0001641378,0.00000990164,0.005479149,0.9926721,0.00006263294,0.0009468994,0.000008568468],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084498,0.002977909,0.1841749,0.0003372684,0.0001201062,0.0001209811,0.000184522,0.000806624,0.002827829],"genre_scores_gemma":[0.7936908,0.001254988,0.2025531,0.0001062247,0.0000385196,0.00006126537,0.0001357775,0.00003627672,0.002122992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008423204,"threshold_uncertainty_score":0.002720118,"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."}}