{"id":"W1964359741","doi":"10.1100/tsw.2007.308","title":"Fluorescence and Spectral Imaging","year":2007,"lang":"en","type":"review","venue":"The Scientific World JOURNAL","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Autofluorescence; Endomicroscopy; Medicine; Endoscopy; Dysplasia; Esophagus; Fluorescence-lifetime imaging microscopy; Pathology; Radiology; Fluorescence; Confocal; Surgery; Optics","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":[0.0008737139,0.001443156,0.001326332,0.003120355,0.0008419794,0.001886409,0.001576021,0.00323029,0.01075285],"category_scores_gemma":[0.0007521029,0.0004298917,0.0007140716,0.002065465,0.001958675,0.002721446,0.001713173,0.002323642,0.008875738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155969,"about_ca_system_score_gemma":0.0007925184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101307,"about_ca_topic_score_gemma":0.001091168,"domain_scores_codex":[0.9992115,0.0001369096,0.00004146341,0.000184874,0.0003494062,0.00007586962],"domain_scores_gemma":[0.9996632,0.0001187472,0.00004015369,0.00003223997,0.0001098276,0.00003572572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008066918,0.000116144,0.000215189,0.003642402,0.00004707609,0.0006262158,0.0001935812,0.0005812642,0.02108105,0.05305944,0.03700386,0.8833532],"study_design_scores_gemma":[0.000006637461,0.00006391648,0.0002469605,0.0004288783,0.00001188798,0.002588513,0.00005398758,0.0002558001,0.008010955,0.008295068,0.9800076,0.00002982362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001340545,0.9022696,0.02138175,0.002420395,0.002310118,0.0000865235,0.0001071563,0.0002788331,0.06980521],"genre_scores_gemma":[0.02472365,0.8723217,0.02048902,0.003711391,0.002217935,0.0002398158,0.0002425927,0.00007593787,0.0759779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01075285,"threshold_uncertainty_score":0.03597188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07400088793528688,"score_gpt":0.4028548163445791,"score_spread":0.3288539284092923,"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."}}