{"id":"W2038827886","doi":"10.1117/12.382724","title":"<title>Design and performance of a real-time double-ratio fluorescence imaging system for the detection of early cancers</title>","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Computer science; Fluorescence; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005437676,0.0003742585,0.0003210767,0.0002238838,0.000372415,0.0005557876,0.0008715139,0.0007178197,0.0045105],"category_scores_gemma":[0.0004127954,0.0002345172,0.0001812604,0.0001458168,0.0002934884,0.0007034671,0.000232362,0.0003410997,0.002384786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007734531,"about_ca_system_score_gemma":0.0004684477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006694404,"about_ca_topic_score_gemma":0.001222544,"domain_scores_codex":[0.9997413,0.0000293071,0.00001563454,0.00007778881,0.00009796191,0.00003805251],"domain_scores_gemma":[0.9996892,0.0000602695,0.00006488737,0.00002824909,0.0001123807,0.00004510905],"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":[0.0003346828,0.00009753591,0.0003285487,0.00007649951,0.00001216131,0.0001050712,0.00004060729,0.0008223469,0.9709343,0.0009945076,0.00324176,0.023012],"study_design_scores_gemma":[0.00005065932,0.001043087,0.0009340625,0.000004076229,0.00001633807,0.0002348832,0.00001139738,0.01666952,0.9690976,0.000112421,0.01180168,0.00002423264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5878599,0.002679267,0.3620395,0.002886661,0.001378477,0.001077421,0.001452727,0.00659186,0.03403413],"genre_scores_gemma":[0.7705131,0.000666115,0.1865534,0.0006558017,0.0001826102,0.0002983944,0.000916567,0.0003897345,0.03982419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0045105,"threshold_uncertainty_score":0.01508909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00785366100178402,"score_gpt":0.198913330697579,"score_spread":0.191059669695795,"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."}}