{"id":"W2730099369","doi":"10.1149/ma2010-01/19/1059","title":"New Multimodal Multiphoton Imaging and Spectroscopy Apparatus for Dermatology","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of British Columbia","funders":"","keywords":"Spectroscopy; Imaging spectroscopy; Dermatology; Medicine; Physics; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002312309,0.0002079091,0.0003308367,0.0001031411,0.0001297385,0.00007392819,0.00008055194,0.0001265321,0.00002111038],"category_scores_gemma":[0.0006629266,0.0001928316,0.00007294343,0.00006476357,0.0001128695,0.00008892104,0.00003437284,0.0005501956,0.00001867305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002327008,"about_ca_system_score_gemma":0.00009643329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941058,"about_ca_topic_score_gemma":0.00001861127,"domain_scores_codex":[0.9986687,0.00001142959,0.000311744,0.0003833644,0.000134076,0.000490741],"domain_scores_gemma":[0.9990061,0.0002352077,0.0001019154,0.0002538907,0.00007733897,0.0003255699],"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":[0.00009962372,0.00006433278,0.01363427,0.00006518504,0.00001411128,0.00004987082,0.00010352,0.000004020463,0.9811386,0.00007769845,0.003696098,0.001052628],"study_design_scores_gemma":[0.001296167,0.00007125168,0.01330033,0.00009325366,0.00006324748,0.0005210323,0.0000402459,0.005655911,0.9698998,0.0007505559,0.00810075,0.0002074311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522719,0.0001906658,0.001315789,0.003233209,0.0003859059,0.0005390123,0.000004460102,0.0004557705,0.04160327],"genre_scores_gemma":[0.6591414,0.00001094801,0.3401347,0.000227499,0.00024012,0.00001564538,0.000008418231,0.00002964871,0.0001916507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388189,"threshold_uncertainty_score":0.7863444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906959969243933,"score_gpt":0.3041107378476106,"score_spread":0.2950411381551712,"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."}}