{"id":"W4282974570","doi":"10.1016/j.jmoldx.2022.05.004","title":"Multicenter Evaluation of the Idylla GeneFusion in Non–Small-Cell Lung Cancer","year":2022,"lang":"en","type":"article","venue":"Journal of Molecular Diagnostics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Janssen Pharmaceuticals; Invitae; Bio-Rad Laboratories; Roche; Novartis; Bayer; Universitair Medisch Centrum Groningen; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Boehringer Ingelheim; Amgen; Pfizer; Universität zu Köln; Meso Scale Diagnostics; Merck; Abbott Laboratories","keywords":"Concordance; Medicine; Lung cancer; Oncology; Internal medicine; ROS1; Exon; Cancer; Multicenter study; Gene; Biology; Genetics; Adenocarcinoma; Randomized controlled trial","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":[0.004793652,0.0006366447,0.0007773589,0.0003339616,0.0006471516,0.00138067,0.0006250258,0.000864864,0.001527532],"category_scores_gemma":[0.003475767,0.0002026916,0.0008766685,0.0006290169,0.0008148379,0.0006892315,0.0008359696,0.001087831,0.0004387075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803605,"about_ca_system_score_gemma":0.001865186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003820198,"about_ca_topic_score_gemma":0.003789713,"domain_scores_codex":[0.9982234,0.000799113,0.00008815962,0.0004318897,0.0002291636,0.0002282632],"domain_scores_gemma":[0.9973394,0.0004623304,0.0006192038,0.0002290089,0.0006301978,0.0007198498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2578243,0.007615154,0.4779012,0.0006899045,0.00397056,0.0004145709,0.0006722439,0.004236275,0.03725357,0.001816243,0.01697358,0.1906324],"study_design_scores_gemma":[0.04610378,0.1245176,0.7549794,0.0004948818,0.006013144,0.001328429,0.001057071,0.005178661,0.01874111,0.0009328374,0.0404994,0.0001537707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904016,0.002794697,0.0005451947,0.001197592,0.0001122248,0.000369988,0.002917577,0.00004312991,0.001618085],"genre_scores_gemma":[0.9880831,0.001136825,0.001470377,0.001148989,0.0001145009,0.0005725125,0.006597511,0.00003607113,0.000840051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004793652,"threshold_uncertainty_score":0.02535158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129557695617546,"score_gpt":0.3321070462327754,"score_spread":0.3191512766710208,"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."}}