{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004081815,0.0007678128,0.001323411,0.0008708498,0.009125223,0.006340637,0.001850806,0.09416761,0.01721733],"category_scores_gemma":[0.02057593,0.0007853897,0.001182595,0.0006494456,0.003884336,0.005585201,0.002893319,0.04990829,0.009202055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005754858,"about_ca_system_score_gemma":0.01249081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02643894,"about_ca_topic_score_gemma":0.06623958,"domain_scores_codex":[0.9961596,0.001124137,0.0002978626,0.0003736424,0.0009603933,0.001084442],"domain_scores_gemma":[0.9920911,0.002921222,0.0003180381,0.0002009786,0.001074662,0.003393986],"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":[0.00006763394,0.00007555877,0.001463857,0.00003106828,0.00001702588,0.001332301,0.0001653684,0.00005866536,0.0002150952,0.008246041,0.9806085,0.007718811],"study_design_scores_gemma":[0.0001736918,0.0001113817,0.002647508,0.0003514977,0.00002983877,0.001564357,0.001428772,0.0005719393,0.0001528195,0.02011098,0.9727501,0.0001070596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004069025,0.0005282708,0.00004902417,0.9841761,0.007845621,0.00001194084,0.00004602984,0.0000151268,0.006921018],"genre_scores_gemma":[0.002389263,0.0003326031,0.0001141881,0.9718912,0.01135971,0.00002969043,0.00002294572,0.00001361604,0.01384669],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09416761,"threshold_uncertainty_score":0.05759776,"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."}}