{"id":"W4294940201","doi":"10.1016/j.jtho.2022.07.954","title":"EP14.01-019 Identifying Circulating DNA Methylation Patterns in Small Cell Lung Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; DNA methylation; Lung cancer; DNA; Methylation; Cancer; Cancer research; Computational biology; Oncology; Internal medicine; Genetics; Gene; Gene expression; 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":[0.0006177924,0.0002990624,0.0003672417,0.0005970181,0.0005010661,0.0008789075,0.0005016888,0.000846512,0.006636638],"category_scores_gemma":[0.002473069,0.0002458298,0.0003927429,0.0007772653,0.0001794528,0.0004764091,0.0005269586,0.0008363581,0.001249674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946019,"about_ca_system_score_gemma":0.0004724649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057472,"about_ca_topic_score_gemma":0.003124972,"domain_scores_codex":[0.9995584,0.00009261785,0.00004236042,0.0001198915,0.00006776623,0.0001188078],"domain_scores_gemma":[0.9990618,0.0002570138,0.0002096946,0.00006205592,0.0002049286,0.0002044463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009872816,0.000109155,0.9765518,0.00006620622,0.0001280232,0.0003194029,0.0001043683,0.0001255699,0.004874135,0.0001571769,0.002526797,0.0140502],"study_design_scores_gemma":[0.0001225337,0.0005238912,0.9887085,0.0000375691,0.0002114313,0.001426462,0.0003189587,0.0008587884,0.001959354,0.0003773629,0.005440627,0.00001451438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924451,0.0005027832,0.0003550939,0.0004278753,0.00009626465,0.00003637682,0.003180406,0.00002321069,0.00293292],"genre_scores_gemma":[0.9924132,0.0002411312,0.0004848402,0.0002621631,0.00009407185,0.00005829757,0.003313174,0.00002171837,0.003111325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006636638,"threshold_uncertainty_score":0.02220178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116896901006629,"score_gpt":0.4629277286156552,"score_spread":0.4117587596055889,"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."}}