{"id":"W2895037322","doi":"10.1158/1557-3265.aacriaslc18-a07","title":"Abstract A07: Alterations in G2/M phase associated transcriptional networks highlight lung cancer predisposition in COPD patients","year":2018,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"COPD; Lung cancer; Medicine; Cancer; Internal medicine; Adenocarcinoma; Lung; Oncology; Pulmonary function testing; Pathology","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":[0.0001572003,0.0001775976,0.0002343887,0.0006192021,0.0001821075,0.0002999919,0.0001373223,0.0002194542,0.002832352],"category_scores_gemma":[0.0006135263,0.0001044946,0.0002446845,0.0006777705,0.0001571122,0.0001712734,0.0002095386,0.0002008781,0.0003064992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893915,"about_ca_system_score_gemma":0.0001840962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009829617,"about_ca_topic_score_gemma":0.001335833,"domain_scores_codex":[0.999891,0.00001982551,0.000007232355,0.00004107142,0.00001654731,0.00002417395],"domain_scores_gemma":[0.9996663,0.00009907409,0.0001174482,0.00002194135,0.00003269635,0.00006256431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001165469,0.00007029677,0.9046503,0.00009816213,0.0001904929,0.0002080823,0.00009774327,0.001164684,0.07997389,0.0001980073,0.000623602,0.01155928],"study_design_scores_gemma":[0.0000123641,0.0001107271,0.988822,0.000007158923,0.00007704596,0.0004207202,0.0000937452,0.004267872,0.005349457,0.0002929109,0.0005413176,0.0000047876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981031,0.0002135572,0.0005929679,0.00004474234,0.000002326467,0.000006774922,0.0006850529,0.00001769569,0.0003335712],"genre_scores_gemma":[0.9987792,0.00004980694,0.0003089826,0.00001647917,0.00000361667,0.000006516647,0.0006574309,0.000003732803,0.000174186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002832352,"threshold_uncertainty_score":0.009475172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460358107894367,"score_gpt":0.5227637700563039,"score_spread":0.3767279592668672,"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."}}