{"id":"W3179417079","doi":"10.1158/1538-7445.am2021-1412","title":"Abstract 1412: Whole exome sequencing reveals PI3K-ATK pathway alterations are frequent in relapsed small cell-lung cancer after chemoradiation","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Exome sequencing; Lung cancer; Copy-number variation; Cancer; Oncology; Primary tumor; Medicine; Chemotherapy; Exome; Internal medicine; Cancer research; Biology; Gene; Mutation; Genetics; Genome; Metastasis","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":[0.0001091209,0.0001694251,0.0002702554,0.0003942835,0.0002265043,0.0003501861,0.0001692343,0.0003245231,0.001597772],"category_scores_gemma":[0.0003289453,0.00009214719,0.0002264782,0.0003643646,0.0001430117,0.0001239002,0.0002015521,0.0002322887,0.0003213112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191291,"about_ca_system_score_gemma":0.000104334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000830969,"about_ca_topic_score_gemma":0.001255959,"domain_scores_codex":[0.9998965,0.000009443145,0.000009418968,0.00003663887,0.00002760385,0.00002025478],"domain_scores_gemma":[0.9998732,0.00002663056,0.00003588841,0.0000173815,0.00002160151,0.00002530878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002111763,0.0001338018,0.4212661,0.0001260425,0.0002165746,0.00438275,0.0002553528,0.0006231206,0.5403286,0.00007723596,0.001226152,0.02925248],"study_design_scores_gemma":[0.00002728339,0.000242809,0.9698371,0.000006516231,0.00008061283,0.005980413,0.0001001866,0.0008943968,0.02184349,0.00007694427,0.000903616,0.000006554199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988847,0.0001847782,0.0001594536,0.0000263202,0.000002490677,0.00000467083,0.0004134272,0.00001675011,0.000307371],"genre_scores_gemma":[0.998736,0.00004629897,0.0001290705,0.00002626578,0.000003282461,0.000005423198,0.0008060157,0.00000546602,0.0002421916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001597772,"threshold_uncertainty_score":0.005345047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08756969921773325,"score_gpt":0.4052564844673219,"score_spread":0.3176867852495887,"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."}}