{"id":"W4388080001","doi":"10.36401/jipo-23-22","title":"Treatment for Advanced Non–Small Lung Cancer (NSCLC) with Mutated <i>EGFR</i> in Low- and Middle-Income Countries (LMICs)","year":2023,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Afatinib; Epidermal growth factor receptor; KRAS; Population; Oncology; Adenocarcinoma; Medicine; Cancer; Internal medicine; STK11; Erlotinib; Cancer research; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002118555,0.0001508279,0.0004970128,0.000234081,0.00008871302,0.00001929897,0.00004291248,0.00009424922,0.00002476614],"category_scores_gemma":[0.00001619211,0.00009274283,0.0000606173,0.0001819491,0.00006461893,0.000103636,0.000008805069,0.0001041524,6.581007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003890704,"about_ca_system_score_gemma":0.0005323411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006203722,"about_ca_topic_score_gemma":0.0001542569,"domain_scores_codex":[0.9991062,0.0000400137,0.0004034765,0.0001527234,0.0001044767,0.0001931481],"domain_scores_gemma":[0.9989609,0.0004262547,0.0002604343,0.00009309085,0.000179475,0.00007990776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08117229,0.001141741,0.1088442,0.000746886,0.0033532,0.001028372,0.02403823,0.001365517,0.01137389,0.00009837488,0.0003008228,0.7665365],"study_design_scores_gemma":[0.3205934,0.08317115,0.3700377,0.01978904,0.002484166,0.003622259,0.005175637,0.006342492,0.01640397,0.0009668581,0.1702588,0.001154449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837215,0.01208349,0.0003807946,0.002584739,0.0002447685,0.0008254758,0.00002789699,0.00001135572,0.0001200098],"genre_scores_gemma":[0.9147868,0.07892996,0.00390058,0.0006955208,0.0001355242,0.000232601,0.00001676812,0.00004386391,0.001258452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7653821,"threshold_uncertainty_score":0.3781943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658407198616082,"score_gpt":0.3655684693061111,"score_spread":0.3489843973199503,"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."}}