{"id":"W2564762951","doi":"10.1158/1538-7445.am2015-763","title":"Abstract 763: Implications of resistance patterns with NSCLC targeted agents","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Population; Tumor progression; T790M; Cancer research; Cancer; Mutation; Discontinuation; Oncology; Internal medicine; ROS1; Biology; Adenocarcinoma; Gene; Genetics","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":[0.001050567,0.0001431349,0.0001837705,0.0009810709,0.0002418362,0.0005877474,0.0003739386,0.0004003801,0.007124153],"category_scores_gemma":[0.004531302,0.00009268661,0.0003837932,0.0009090581,0.0002856391,0.0005939589,0.0002366323,0.0004384347,0.001239601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547384,"about_ca_system_score_gemma":0.0002560924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647328,"about_ca_topic_score_gemma":0.001304779,"domain_scores_codex":[0.9994265,0.0001552824,0.00008818098,0.0001108593,0.0001476599,0.00007166868],"domain_scores_gemma":[0.9968489,0.001206647,0.0009850279,0.0001451971,0.0005986827,0.0002155766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002891387,0.0001632231,0.8467935,0.0004918716,0.0002020736,0.003995912,0.0003614917,0.0009475115,0.0284134,0.0009936306,0.003549001,0.1111969],"study_design_scores_gemma":[0.00002416124,0.0005353327,0.9805238,0.00007288218,0.0001026573,0.006114452,0.0004222154,0.0008764568,0.005407939,0.000967779,0.004935073,0.00001719818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9789469,0.00467561,0.001181305,0.001083668,0.00007087852,0.00007225408,0.001868681,0.00005611645,0.01204473],"genre_scores_gemma":[0.9971916,0.0005480887,0.0003241297,0.0001187161,0.00003686193,0.00001332399,0.0004749514,0.00001354165,0.001278839],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007124153,"threshold_uncertainty_score":0.02383268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377646992956434,"score_gpt":0.481789574069907,"score_spread":0.3440248747742636,"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."}}