{"id":"W7100242864","doi":"","title":"Localization of Bronchial Intraepithelial Neoplastic Lesions by Fluorescence Bronchoscopy*","year":2014,"lang":"en","type":"article","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsy; Intraepithelial neoplasia; Autofluorescence; Dysplasia; Bronchoscopy; Lesion; Carcinoma in situ","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001843455,0.0001142863,0.0002601519,0.00007364401,0.00007020117,0.000006644696,0.00009910441,0.00005705556,0.0003084677],"category_scores_gemma":[0.0004925301,0.00008597302,0.00005070844,0.0001763999,0.0002295244,0.00004815882,0.00005045165,0.0001267044,0.00003225641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146671,"about_ca_system_score_gemma":0.00007650076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991092,"about_ca_topic_score_gemma":0.00003398555,"domain_scores_codex":[0.9989271,0.00006535216,0.0002311443,0.0001921457,0.0003457577,0.0002385245],"domain_scores_gemma":[0.999303,0.0001834253,0.00005205203,0.0002163762,0.000120361,0.0001247999],"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":[0.0008394389,0.0004585695,0.005221335,0.0002179883,0.000140576,0.000002681564,0.0005090022,0.00007061969,0.9194722,0.001576787,0.03184089,0.03964994],"study_design_scores_gemma":[0.009245531,0.004730786,0.01879515,0.0006063164,0.0002010607,0.0000360219,0.0004217761,0.1068478,0.8133367,0.001153281,0.04402455,0.0006010403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721332,0.0002234098,0.2183538,0.001091169,0.0003130761,0.000791256,0.00004603813,0.0001669872,0.006881105],"genre_scores_gemma":[0.9976934,0.000173149,0.0009485889,0.0001638052,0.0001049554,0.00001226913,0.00002583043,0.00001646257,0.0008615701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255602,"threshold_uncertainty_score":0.3505878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007838068695694924,"score_gpt":0.2782006543272781,"score_spread":0.2703625856315832,"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."}}