{"id":"W4409210105","doi":"10.1016/j.lungcan.2025.108530","title":"Frequency of targetable genetic alterations in resectable lung adenocarcinoma: Results from the LORD project","year":2025,"lang":"en","type":"article","venue":"Lung Cancer","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Fonds de Recherche du Québec - Santé; Québec Consortium for Drug Discovery; Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Adenocarcinoma; Oncology; Lung; Internal medicine; Adenocarcinoma of the lung; General surgery; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001537773,0.0002406972,0.0003613356,0.001480187,0.0005244171,0.0007294637,0.0006303801,0.0004592162,0.0007033692],"category_scores_gemma":[0.003031748,0.000164932,0.0005690327,0.001231428,0.0004950145,0.0002780715,0.0009352954,0.0002210279,0.0005410727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545642,"about_ca_system_score_gemma":0.002451505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4238216,"about_ca_topic_score_gemma":0.4593597,"domain_scores_codex":[0.9983292,0.0002903039,0.0001098975,0.0002459181,0.0007471996,0.0002775525],"domain_scores_gemma":[0.9973326,0.0003436296,0.000568132,0.0002092937,0.001153048,0.0003933006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002706655,0.00002368026,0.9933878,0.00003533416,0.00003825612,0.00009523788,0.000373312,0.00009891364,0.000308672,0.00002385658,0.0006292751,0.004715058],"study_design_scores_gemma":[0.000006068285,0.00006738894,0.9985358,0.000009381165,0.00001531314,0.0001149945,0.0003151901,0.00007586373,0.00009549561,0.000006315821,0.0007519905,0.000006211289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900204,0.0002895917,0.0001173459,0.0001236723,0.000002493125,0.00002458027,0.007769635,0.0000331862,0.001619075],"genre_scores_gemma":[0.9910788,0.0002897899,0.0001782076,0.00007970287,0.000005555633,0.00002151156,0.007400645,0.00001889552,0.0009270253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4238216,"threshold_uncertainty_score":0.8427094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148308474408234,"score_gpt":0.2967102701576873,"score_spread":0.2852271854136049,"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."}}