{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865395,0.0005332426,0.0008243062,0.001344384,0.0001664874,0.0007466997,0.0005270512,0.0005607893,0.002992958],"category_scores_gemma":[0.0003804124,0.0001768087,0.0003736823,0.001218887,0.0002259614,0.0008015002,0.0004749382,0.00117488,0.00150254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056016,"about_ca_system_score_gemma":0.0006567668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462452,"about_ca_topic_score_gemma":0.001562399,"domain_scores_codex":[0.9999067,0.00001500856,0.00001188729,0.00001871358,0.00003640008,0.0000113134],"domain_scores_gemma":[0.9998893,0.00004583644,0.00001680523,0.000003265289,0.00003425763,0.00001062062],"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":[0.00009049834,0.00005791512,0.0002309535,0.02065873,0.0001029286,0.0003291704,0.00006945527,0.0004406591,0.00431729,0.006529575,0.02943305,0.9377398],"study_design_scores_gemma":[0.0000118863,0.00009769302,0.000676482,0.002182318,0.0001034141,0.001418755,0.00004690215,0.00008545048,0.0006956964,0.001670415,0.9929982,0.00001268145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000254108,0.9976196,0.00013255,0.0002148527,0.0001571659,0.000004780884,0.00003456157,0.000008121451,0.001574291],"genre_scores_gemma":[0.0009843933,0.9979553,0.0001350372,0.0001615161,0.00008003545,0.000005379337,0.00004382478,0.000001438665,0.0006330285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002992958,"threshold_uncertainty_score":0.01001245,"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."}}