{"id":"W3020949563","doi":"10.1016/j.lungcan.2020.03.028","title":"High risk, same reward?","year":2020,"lang":"en","type":"letter","venue":"Lung Cancer","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Lung cancer; Organ transplantation; Lung transplantation; Malignancy; Transplantation; Cancer; Solid organ; Single Center; Surgery; Stage (stratigraphy); Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005660111,0.0004082522,0.0008267784,0.00009229755,0.000108993,0.00003689776,0.0001901723,0.0008010003,0.002651616],"category_scores_gemma":[0.00007266462,0.0003661829,0.0003431876,0.0002848093,0.00007382657,0.00004634081,0.00005309051,0.002942291,0.000159677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008527449,"about_ca_system_score_gemma":0.0005955396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008512897,"about_ca_topic_score_gemma":0.0002235357,"domain_scores_codex":[0.9978301,0.0000710854,0.0003226651,0.000630437,0.0005847838,0.0005609507],"domain_scores_gemma":[0.9989527,0.00004636099,0.0003192567,0.0004364966,0.0000994686,0.0001456781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007429369,0.0000109733,0.003635371,0.0003873507,0.0006175822,0.000480505,0.0001675512,0.000009380698,0.000007972221,0.000004177868,0.9888413,0.005763562],"study_design_scores_gemma":[0.002273356,0.0001334556,0.0006741472,0.0003990043,0.001418296,0.000004157279,0.00002582083,0.0001056609,0.00002736231,0.0001890093,0.9943313,0.0004184468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009232354,0.01127991,0.0000362474,0.976683,0.002518405,0.0006148311,0.0005937302,0.0002713509,0.007079277],"genre_scores_gemma":[0.001783004,0.005387532,0.0001448791,0.9556294,0.01145531,0.000193105,0.0006094686,0.0001583031,0.02463898],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0210536,"threshold_uncertainty_score":0.999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016871715520513,"score_gpt":0.2727254676237623,"score_spread":0.2625567504685571,"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."}}