{"id":"W3166078442","doi":"10.1200/jco.2021.39.15_suppl.e21127","title":"Impact of <i>KRAS</i> mutational variant on response to immunotherapy in metastatic NSCLC.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"KRAS; Medicine; Mutation; Internal medicine; Oncology; Cancer; Cancer research; Colorectal cancer; Genetics; Biology; 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":[0.000762969,0.00009921809,0.0003370598,0.0002519029,0.0001042358,0.0003330914,0.0001856701,0.0003353771,0.00183503],"category_scores_gemma":[0.001175366,0.00005890628,0.0006024271,0.0004380753,0.0001473465,0.0002142247,0.0001355861,0.0003122063,0.0002985969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363047,"about_ca_system_score_gemma":0.0003378968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000731533,"about_ca_topic_score_gemma":0.001697268,"domain_scores_codex":[0.9997173,0.00007720987,0.00004087475,0.00005565766,0.00006399996,0.00004493539],"domain_scores_gemma":[0.9991697,0.0003616198,0.0002576687,0.00002405859,0.00008554268,0.0001014517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00985615,0.0002244916,0.9275431,0.0003032653,0.0005370603,0.0005278058,0.0000422536,0.0004728121,0.004375968,0.00007087236,0.0009118239,0.05513443],"study_design_scores_gemma":[0.0001132436,0.002782921,0.9915863,0.00006242575,0.000484082,0.00136882,0.00007499053,0.0005020705,0.001050464,0.00006375444,0.001904328,0.000006710543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907189,0.00653172,0.00009531493,0.0002112564,0.00002089417,0.00002273814,0.0007178396,0.000006378806,0.001674937],"genre_scores_gemma":[0.9985685,0.0006667434,0.00006138159,0.00008820339,0.00001688577,0.000006422765,0.000366626,0.000002880563,0.0002222866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00183503,"threshold_uncertainty_score":0.006138742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09607797808659894,"score_gpt":0.5561180739738766,"score_spread":0.4600400958872776,"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."}}