{"id":"W2898524673","doi":"10.1016/j.jtho.2018.08.392","title":"MA09.10 Molecular Profiling and PD-L1 Status in 900 Cases of Surgically Resected Non-Small Cell Lung Cancer with Clinical and Pathological Correlation","year":2018,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; KRAS; Lung cancer; Adenocarcinoma; Oncology; Internal medicine; Stage (stratigraphy); Cancer; Pathological; Gene mutation; Pathology; Mutation; Gene; Colorectal cancer; Biology","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":[0.0003110257,0.0001724796,0.0002462887,0.001238275,0.0004050074,0.0005795429,0.0003350427,0.0003385152,0.001001817],"category_scores_gemma":[0.001289963,0.000302786,0.0002321401,0.001000469,0.0003975992,0.0003438572,0.0004454466,0.0002339439,0.0003361101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992709,"about_ca_system_score_gemma":0.0001998895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222041,"about_ca_topic_score_gemma":0.003447881,"domain_scores_codex":[0.9996306,0.00005040878,0.00005479205,0.00009507299,0.00009288328,0.00007626211],"domain_scores_gemma":[0.9995572,0.0001282534,0.000121669,0.00004418476,0.00006461249,0.00008410021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170854,0.00001310272,0.9959407,0.000007792027,0.00002555933,0.0003617606,0.0000662587,0.00005630854,0.001834775,0.00002057526,0.00009442603,0.001461782],"study_design_scores_gemma":[0.000004306708,0.00006579761,0.9954807,0.000002414361,0.00003026943,0.00260836,0.0002156392,0.0003042283,0.0007270519,0.00002244453,0.0005355242,0.000003262147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999036,0.0002184745,0.00006743138,0.00001509277,0.000003355239,0.000003713727,0.0002222746,0.00000405648,0.0004297084],"genre_scores_gemma":[0.999305,0.00007942149,0.00007660402,0.000009298307,0.000003379589,0.000004234356,0.0003884519,0.000001981634,0.0001316147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00222041,"threshold_uncertainty_score":0.004414916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947628099532829,"score_gpt":0.4307221441491514,"score_spread":0.4012458631538232,"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."}}