{"id":"W4200357671","doi":"10.3390/cells10123553","title":"Emerging Molecular Dependencies of Mutant EGFR-Driven Non-Small Cell Lung Cancer","year":2021,"lang":"en","type":"review","venue":"Cells","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"BC Cancer Foundation; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Mutant; Lung cancer; Computational biology; Cancer; Cancer research; Biology; Mutation; Chemistry; Medicine; Genetics; Pathology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005240719,0.0003516101,0.001510149,0.0001459758,0.00005673496,0.00002164531,0.0001407547,0.0001975321,0.0004614003],"category_scores_gemma":[0.000007778972,0.0002759779,0.0006052214,0.0003017639,0.00004282239,0.00002391984,0.00007635396,0.0002494942,0.00002237911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571513,"about_ca_system_score_gemma":0.001933369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002362042,"about_ca_topic_score_gemma":0.00002287346,"domain_scores_codex":[0.9985132,0.00004701279,0.000500703,0.000412254,0.0002460933,0.0002807669],"domain_scores_gemma":[0.9988649,0.00005257264,0.0003271411,0.000460674,0.0001602869,0.0001344419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008623716,0.00065179,0.0001642979,0.1597714,0.005035867,0.002437778,0.00236972,0.0002058968,0.005478624,0.00008195869,0.003853331,0.8199407],"study_design_scores_gemma":[0.000634273,0.00005728611,0.000003177905,0.02741446,0.01292733,0.0000291932,0.0001491352,0.00004169904,0.008087672,0.000001401283,0.9503349,0.0003194411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003419032,0.9926315,0.0002551259,0.00002359087,0.000490304,0.001062175,0.0001413355,0.0000209199,0.005033142],"genre_scores_gemma":[0.0003025743,0.9944493,0.0008864262,0.00005625397,0.0001253482,0.0002078978,0.0002049194,0.00007871397,0.003688581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9464816,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017698101417556,"score_gpt":0.3544534400173237,"score_spread":0.3342764590031481,"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."}}