{"id":"W3214531334","doi":"10.1111/resp.14182","title":"<scp>EBUS</scp> versus <scp>EUS‐B</scp> for diagnosing sarcoidosis: The International Sarcoidosis Assessment (<scp>ISA</scp>) randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"Respirology","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Sarcoidosis; Radiology; Sampling (signal processing); Granuloma; Randomized controlled trial; Biopsy; Stage (stratigraphy); Endoscopic ultrasound; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01195712,0.0008556516,0.002980389,0.0005820417,0.0006777567,0.0004035668,0.001385886,0.001188561,0.0001348504],"category_scores_gemma":[0.09075864,0.0006407104,0.002477041,0.0008900923,0.001325488,0.0002661243,0.0009640569,0.002181219,0.0002148999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004755051,"about_ca_system_score_gemma":0.001765335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110805,"about_ca_topic_score_gemma":0.0001699783,"domain_scores_codex":[0.9873354,0.003843251,0.002767442,0.001917316,0.002092493,0.002044045],"domain_scores_gemma":[0.9126129,0.08274698,0.0009365414,0.001664956,0.001232737,0.0008058724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.179865,0.01772279,0.0771542,0.0008192298,0.01969204,0.001743018,0.003233801,0.0002434312,0.05821465,0.01775572,0.5568182,0.06673793],"study_design_scores_gemma":[0.5781557,0.003457063,0.01452232,0.0001798978,0.001664902,0.0001640641,0.001584127,0.003323579,0.009766016,0.0009759705,0.3860759,0.0001304266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555855,0.004823064,0.001614161,0.01266591,0.006902628,0.004727783,0.0001532193,0.0002286645,0.01329913],"genre_scores_gemma":[0.9406629,0.01095613,0.005221058,0.01155461,0.01366577,0.004612598,0.0007699477,0.0003714995,0.01218554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3982908,"threshold_uncertainty_score":0.9996044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184022808750547,"score_gpt":0.4414555857921265,"score_spread":0.3230533049170718,"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."}}