{"id":"W2120500552","doi":"10.1109/iembs.1990.691036","title":"Development Of A Lung Imaging Fluorescence Endoscope","year":2005,"lang":"en","type":"article","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Autofluorescence; Lung cancer; Endoscope; Carcinoma in situ; Photodynamic therapy; White light; Radiology; Fluorescence; Pathology; Optics; Biomedical engineering; Medicine; Materials science; Carcinoma; Physics; Chemistry","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":[0.0001633701,0.00006980828,0.0001524253,0.00007187378,0.00004166823,0.000003475505,0.00006914441,0.00001013369,0.0003631517],"category_scores_gemma":[0.00005022081,0.00005141917,0.00002774691,0.0001002635,0.00006036281,0.00004817224,0.00006604467,0.00007248774,0.00002613475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045848,"about_ca_system_score_gemma":0.0001479853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001226244,"about_ca_topic_score_gemma":0.00002156745,"domain_scores_codex":[0.9992476,0.000008501005,0.000180377,0.0001187204,0.0002450271,0.0001998454],"domain_scores_gemma":[0.9996721,0.00002799493,0.00002515571,0.0001387152,0.00007027129,0.0000657322],"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":[0.00009105317,0.0001061069,0.006312959,0.00006858911,0.00008026932,0.000008361779,0.001263987,4.987124e-7,0.8226271,0.0001006619,0.001472743,0.1678677],"study_design_scores_gemma":[0.001749698,0.00004774171,0.04773986,0.0002004251,0.00001741214,0.00002438285,0.0004763371,0.003811179,0.9170451,0.000008354295,0.02874826,0.0001312476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759905,0.0006648398,0.0008985406,0.001284414,0.00002501136,0.0003200702,0.000001093653,0.00006399261,0.02075152],"genre_scores_gemma":[0.9131585,0.0000664741,0.08495184,0.0001332896,0.00003081749,0.00001573348,0.000001793556,0.000007759068,0.00163373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677365,"threshold_uncertainty_score":0.3976256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535847064319348,"score_gpt":0.3264452936020096,"score_spread":0.3110868229588162,"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."}}