{"id":"W2887197624","doi":"10.1117/1.nph.5.3.035005","title":"Intact primate brain tissue identification using a completely fibered coherent Raman spectroscopy system","year":2018,"lang":"en","type":"article","venue":"Neurophotonics","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Raman spectroscopy; Laser; Raman scattering; Materials science; Optics; Optical fiber; Fiber laser; Optoelectronics; 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":[0.0005053309,0.0007803871,0.0003109921,0.0006506509,0.0005457706,0.0004716781,0.0007212077,0.0007924693,0.001081956],"category_scores_gemma":[0.0003123221,0.0004149529,0.0003395725,0.0002466064,0.0006493788,0.0004845606,0.0005624622,0.0004378341,0.0008032377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004070157,"about_ca_system_score_gemma":0.0006412376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465991,"about_ca_topic_score_gemma":0.002682436,"domain_scores_codex":[0.9995412,0.00004284308,0.00001776991,0.0002246892,0.0001290273,0.00004451938],"domain_scores_gemma":[0.9997025,0.00003219488,0.00006227227,0.00005731497,0.000108864,0.00003682279],"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":[0.00002344453,0.00001199961,0.00007721995,0.00002176762,0.000005319839,0.00007016768,0.00003393363,0.0001203865,0.9968562,0.0001234102,0.00004304172,0.002613043],"study_design_scores_gemma":[0.000008512235,0.0005995933,0.002853507,0.00001389914,0.00004113794,0.0009156793,0.00005847577,0.003647558,0.9862384,0.0002000843,0.005392279,0.00003100041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726243,0.002341914,0.2634014,0.0002031979,0.0001315136,0.0005609851,0.001047028,0.002138086,0.003932922],"genre_scores_gemma":[0.5866515,0.00199482,0.4027306,0.0002185058,0.00004525757,0.000476059,0.001191924,0.0002226773,0.006468665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001465991,"threshold_uncertainty_score":0.003619432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205333659397724,"score_gpt":0.375927370301954,"score_spread":0.3538740337079768,"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."}}