{"id":"W4415537250","doi":"10.1007/s00253-025-13577-0","title":"Genetically encoded fluorescent probes to assist in the diagnosis of small cell lung cancer","year":2025,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Peptide; Detection limit; Fluorescence; Enolase; Phage display; Lung cancer; Binding selectivity; Molecular probe","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":[0.0004216933,0.0004164002,0.00028499,0.0004075224,0.000134321,0.0003117384,0.0003595959,0.001042773,0.0006928513],"category_scores_gemma":[0.0006373276,0.0002289686,0.00028009,0.0003302809,0.0002568382,0.0003576783,0.0004210905,0.0006683354,0.0004447995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003780421,"about_ca_system_score_gemma":0.0001915242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004335019,"about_ca_topic_score_gemma":0.0005836425,"domain_scores_codex":[0.9996805,0.00009238692,0.0000128604,0.00007339293,0.00009793094,0.0000428379],"domain_scores_gemma":[0.9998247,0.00006409289,0.00003801005,0.00001674053,0.00003637371,0.00002012628],"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":[0.00005388778,0.00001553655,0.0001756195,0.00005190281,0.000004339639,0.00008633239,0.00001518663,0.0002017377,0.9920779,0.0002272013,0.0001558233,0.006934473],"study_design_scores_gemma":[0.00001714438,0.0002642037,0.001356559,0.00001389411,0.00002597465,0.0006638717,0.00002988689,0.007230171,0.9829264,0.0002583191,0.007196199,0.00001741625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7147644,0.01816253,0.2549894,0.00198936,0.0003683442,0.0003070493,0.0009033808,0.001866517,0.006648978],"genre_scores_gemma":[0.8354732,0.006267934,0.1517651,0.0008050938,0.00006860842,0.0002274454,0.0006736479,0.00006141064,0.004657479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001042773,"threshold_uncertainty_score":0.002742887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100182625724784,"score_gpt":0.288991445551074,"score_spread":0.2789731829785956,"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."}}