{"id":"W3047693464","doi":"10.1002/cnr2.1262","title":"High frequency of exon 20 <scp> S768I <i>EGFR</i> </scp> mutation detected in malignant pleural effusions: A poor prognosticator of <scp>NSCLC</scp>","year":2020,"lang":"en","type":"article","venue":"Cancer Reports","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre Technologique des Résidus Industriels","keywords":"Exon; Mutation; Adenocarcinoma; Lung cancer; Epidermal growth factor receptor; Pleural effusion; Malignant pleural effusion; Medicine; Cancer research; Cancer; Gene mutation; Targeted therapy; Pathology; Gene; Internal medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375129,0.0002478879,0.0002391171,0.001000149,0.0002673237,0.0004515536,0.0002172938,0.000455503,0.001475814],"category_scores_gemma":[0.001113574,0.0001267183,0.0001488808,0.0005399215,0.0003098002,0.0001589361,0.0002137084,0.0002290483,0.0004371204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134168,"about_ca_system_score_gemma":0.0001320949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007763929,"about_ca_topic_score_gemma":0.001026957,"domain_scores_codex":[0.9994629,0.00008589309,0.00006043541,0.0001543508,0.0001781519,0.00005828446],"domain_scores_gemma":[0.9992507,0.000200614,0.000288518,0.00005708455,0.0001069297,0.00009606033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004319321,0.00006133215,0.8703833,0.00008793404,0.00005336899,0.003151384,0.0002343853,0.000107585,0.1166724,0.00004838026,0.0003274227,0.008440565],"study_design_scores_gemma":[0.00001525641,0.0003531511,0.928531,0.00002229362,0.00008250982,0.01849813,0.0002324443,0.0010407,0.0495458,0.0001031756,0.001565022,0.00001048477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998605,0.000286649,0.0004267108,0.0000229197,0.000005747609,0.00000972006,0.0001789561,0.00001549908,0.0004488849],"genre_scores_gemma":[0.9993489,0.00006751454,0.0002882424,0.00001845206,0.000006001853,0.000003716885,0.0001621645,0.000004327807,0.0001007206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001475814,"threshold_uncertainty_score":0.004937053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669296787830679,"score_gpt":0.2877198995788666,"score_spread":0.2710269317005598,"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."}}