{"id":"W4255750064","doi":"10.1002/1097-0142(20001201)89:11+<2468::aid-cncr25>3.3.co;2-m","title":"Detection and localization of early lung cancer by fluorescence bronchoscopy","year":2000,"lang":"en","type":"review","venue":"Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Bronchoscopy; Carcinoma in situ; Lung cancer; Dysplasia; Radiology; Carcinoma; Lung; Pathology; Sputum; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003686315,0.0002697515,0.0009650056,0.00008088288,0.00004329142,0.00001432824,0.00005301841,0.0002086365,0.0004740445],"category_scores_gemma":[0.000005118703,0.0002052959,0.000144676,0.0002395814,0.00006985964,0.00005388041,0.00001480059,0.0001515161,0.000004266924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000804088,"about_ca_system_score_gemma":0.0003717846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060354,"about_ca_topic_score_gemma":0.00009981448,"domain_scores_codex":[0.998868,0.00003353527,0.0003422575,0.0003812769,0.0001944229,0.0001805115],"domain_scores_gemma":[0.999351,0.00002953512,0.0002176019,0.0002264099,0.00006540602,0.0001100095],"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":[0.00002986346,0.00004593446,0.002334802,0.01568029,0.0003059164,0.000002786157,0.00005140334,0.000002227006,0.000003579585,0.000001459628,0.004631286,0.9769105],"study_design_scores_gemma":[0.0005592445,0.000145835,0.0001870566,0.03457312,0.0031524,0.00000566086,0.000001624591,0.0000473678,0.0002617257,0.00000127308,0.9608739,0.0001907902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001964297,0.9981633,0.00005235204,0.00002348667,0.0002771623,0.0009355812,0.0001823785,0.00002463928,0.0001446027],"genre_scores_gemma":[0.0007814674,0.9974468,0.00001798579,0.00005079433,0.0002226501,0.0008887612,0.00005259953,0.00004974465,0.0004891982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767197,"threshold_uncertainty_score":0.8371726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775270743878618,"score_gpt":0.352411950283789,"score_spread":0.3346592428450028,"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."}}