{"id":"W4386350101","doi":"10.1158/1078-0432.c.6742700.v2","title":"Data from The GENIE BPC NSCLC Cohort: A Real-World Repository Integrating Standardized Clinical and Genomic Data for 1,846 Patients with Non–Small Cell Lung Cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"American Association for Cancer Research","keywords":"Medicine; KRAS; Internal medicine; Oncology; Cohort; Cancer; Lung cancer; ROS1; Confidence interval; Response Evaluation Criteria in Solid Tumors; Ramucirumab; Clinical trial; Adenocarcinoma; Phases of clinical research; Colorectal cancer","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":[0.003103418,0.0006546265,0.0009567409,0.002460171,0.0006290867,0.001399605,0.001468333,0.001181904,0.003199197],"category_scores_gemma":[0.009166318,0.0005466325,0.0006556311,0.004268058,0.0003804278,0.0007382175,0.001410529,0.001000891,0.002067533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742466,"about_ca_system_score_gemma":0.002970966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0501578,"about_ca_topic_score_gemma":0.06222864,"domain_scores_codex":[0.9980409,0.0004186329,0.0002231821,0.000746412,0.000430015,0.0001409452],"domain_scores_gemma":[0.9936525,0.001281969,0.001202779,0.001961872,0.001346502,0.0005545124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002381261,0.0003922888,0.7494659,0.0008482547,0.001355048,0.001235501,0.0005591774,0.006194304,0.003612225,0.001309289,0.196074,0.0365728],"study_design_scores_gemma":[0.001007287,0.0004389787,0.8566432,0.0003585529,0.0006097871,0.002553311,0.0005797672,0.005244943,0.002237106,0.0008782043,0.12927,0.0001789212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2098073,0.0007575665,0.002055065,0.0005515128,0.00004489972,0.0003302548,0.7842587,0.0003018304,0.001892823],"genre_scores_gemma":[0.1224965,0.0003077344,0.003559234,0.0003681525,0.00004788797,0.0006829302,0.8716813,0.00009007056,0.0007663091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0501578,"threshold_uncertainty_score":0.09973174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401438445914432,"score_gpt":0.404237008312921,"score_spread":0.3302226238537767,"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."}}