{"id":"W4411074766","doi":"10.1016/j.athoracsur.2025.05.024","title":"A Call for Standardized Reporting of Yield in Diagnostic Bronchoscopy Trials","year":2025,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Bronchoscopy; Yield (engineering); Medical physics; Radiology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6722678,0.002233714,0.01387905,0.007117279,0.005019904,0.0262484,0.01273682,0.09736605,0.004557701],"category_scores_gemma":[0.8509085,0.005294323,0.012138,0.008180842,0.0241654,0.01972452,0.01192683,0.07884239,0.004713738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01524189,"about_ca_system_score_gemma":0.03406214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005426079,"about_ca_topic_score_gemma":0.006342641,"domain_scores_codex":[0.1610747,0.6381007,0.1281427,0.01182187,0.05532076,0.00553934],"domain_scores_gemma":[0.03951005,0.7921302,0.05958169,0.03915846,0.05787729,0.01174223],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001474614,0.0001856627,0.007505532,0.003707116,0.002681831,0.0008438288,0.001917685,0.001186911,0.000893575,0.0351529,0.8595933,0.08485714],"study_design_scores_gemma":[0.004103347,0.001526173,0.02107184,0.02091408,0.002661079,0.001944549,0.001735446,0.005531529,0.002340588,0.1290474,0.8077956,0.001328354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005829965,0.004749785,0.004784532,0.9602351,0.025212,0.0004122519,0.0005111557,0.0002106947,0.003301376],"genre_scores_gemma":[0.006328111,0.0009181314,0.01360817,0.9552872,0.0215405,0.001184392,0.0002419608,0.0001206719,0.000770797],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3277322,"threshold_uncertainty_score":0.4041522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535412923195061,"score_gpt":0.4743930988318387,"score_spread":0.2208518065123327,"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."}}