{"id":"W1987748791","doi":"10.1117/1.3041704","title":"Intrinsic fluorescence spectroscopy for endoscopic detection and localization of the endobronchial cancerous lesions","year":2008,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Western Forest Products","funders":"","keywords":"Fluorescence; Fluorophore; Fluorescence spectroscopy; Fluorescence cross-correlation spectroscopy; Fluorescence-lifetime imaging microscopy; Laser-induced fluorescence; Spectroscopy; Chemistry; Nuclear magnetic resonance; Materials science; Analytical Chemistry (journal); Optics; Chromatography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232746,0.00007703039,0.000271741,0.0001086806,0.0001314039,0.000003801545,0.00009269031,0.00006162521,0.000005990871],"category_scores_gemma":[0.000806779,0.00004574158,0.00008476833,0.0002270987,0.0005791211,0.0000401368,0.00004014498,0.0002310336,1.565384e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286616,"about_ca_system_score_gemma":0.0003238737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937778,"about_ca_topic_score_gemma":0.00001300715,"domain_scores_codex":[0.998894,0.00003761419,0.0003694857,0.00007762159,0.0004623921,0.0001588541],"domain_scores_gemma":[0.9991154,0.0001631574,0.0002269532,0.0001009163,0.0002627169,0.0001308401],"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":[0.001075424,0.0003776845,0.003999367,0.0002434544,0.0002404264,0.00004129874,0.0008551957,0.00001368324,0.9663683,0.00007696927,0.0005432919,0.02616489],"study_design_scores_gemma":[0.01369006,0.01086463,0.1227512,0.001061147,0.0004445561,0.002199157,0.0005711595,0.01323065,0.8296951,0.001330845,0.00393629,0.0002251924],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706393,0.000532425,0.02716751,0.000877682,0.0004248137,0.0003224218,0.0000100977,0.000005220728,0.00002051228],"genre_scores_gemma":[0.9929527,0.002852098,0.003773477,0.00006792869,0.0003180696,0.000003924583,7.773955e-7,0.000008110044,0.00002291669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366732,"threshold_uncertainty_score":0.2133796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833812321692554,"score_gpt":0.3023181747560583,"score_spread":0.2839800515391327,"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."}}