{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081686,0.0003400708,0.0003761614,0.0004026038,0.0002453033,0.0003939652,0.0008219935,0.001240695,0.002250653],"category_scores_gemma":[0.0006529391,0.0004657586,0.0003983161,0.0001197716,0.0003277111,0.000684473,0.0005270907,0.001117438,0.001273837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353996,"about_ca_system_score_gemma":0.0007734078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000616291,"about_ca_topic_score_gemma":0.0006564864,"domain_scores_codex":[0.9997216,0.00003198509,0.00001440216,0.00007427428,0.0001189263,0.00003876775],"domain_scores_gemma":[0.9995661,0.0001066947,0.00002371188,0.00003745142,0.0001525274,0.0001134492],"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":[0.0001074271,0.0001012811,0.001033298,0.0002095427,0.00002749463,0.0003791536,0.00005509395,0.000799164,0.9080739,0.003754803,0.001568208,0.08389066],"study_design_scores_gemma":[0.0001590901,0.00274127,0.009192616,0.0001701864,0.000114031,0.008651774,0.00006904828,0.02954645,0.7999834,0.001009419,0.1482016,0.0001612012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06552257,0.004263127,0.9166247,0.00117278,0.000531317,0.0008262304,0.0003484033,0.002703675,0.00800726],"genre_scores_gemma":[0.1300129,0.002331119,0.8561798,0.0005294291,0.00007549024,0.0004638142,0.0003472674,0.0001005286,0.009959668],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002250653,"threshold_uncertainty_score":0.00752914,"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."}}