{"id":"W2894446537","doi":"10.1002/ijc.31895","title":"Clinical outcomes of EGFR kinase domain duplication to targeted therapies in NSCLC","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Gene duplication; Medicine; Protein kinase domain; Oncology; Kinase; Cancer research; Epidermal growth factor receptor; Internal medicine; Biology; Cancer; Genetics; Gene","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":[0.001250145,0.000102534,0.0005186437,0.0009471276,0.0002954945,0.0007281083,0.0002565428,0.0003049454,0.00077256],"category_scores_gemma":[0.005021288,0.00009641542,0.0004015932,0.001243514,0.0003176914,0.0004788985,0.0004352829,0.000255453,0.0001699452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007209916,"about_ca_system_score_gemma":0.0004794162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330002,"about_ca_topic_score_gemma":0.002250364,"domain_scores_codex":[0.9989779,0.0002311983,0.0002432286,0.0001848675,0.0002765915,0.0000862797],"domain_scores_gemma":[0.9965484,0.0009128607,0.001697773,0.00008946999,0.000469186,0.0002824174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002820505,0.00001665226,0.9883133,0.00007082466,0.0001055962,0.0007130221,0.00007537471,0.00008356453,0.0006931709,0.00002837138,0.0001059669,0.009512181],"study_design_scores_gemma":[0.00001159478,0.0002028315,0.9959513,0.0000241031,0.0001450654,0.002424685,0.0001707956,0.0001522133,0.0003088261,0.00004220236,0.0005611968,0.000005124133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894964,0.007626433,0.0001533116,0.000150037,0.00001474195,0.00003250688,0.0005515628,0.000008222742,0.001966734],"genre_scores_gemma":[0.9985527,0.0008409574,0.00004018569,0.00003600206,0.00001320133,0.000006404546,0.0004207197,0.000002218183,0.00008748839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330002,"threshold_uncertainty_score":0.006611466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377868962559881,"score_gpt":0.4506324583486082,"score_spread":0.4268537687230094,"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."}}