{"id":"W2199876520","doi":"10.1097/01.jto.0000282945.52286.f4","title":"M06-04: Genomic signatures of prognosis in early stage non-small cell lung cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lung cancer; Stage (stratigraphy); Internal medicine; Oncology; Cancer; Population; non-small cell lung cancer (NSCLC); Disease","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":[0.0003094654,0.0003307018,0.0004074841,0.0008366665,0.0005621529,0.0005840203,0.0004985734,0.000873798,0.005915459],"category_scores_gemma":[0.00153258,0.0001798701,0.0003226093,0.0009000199,0.0003358104,0.0002304074,0.0005285892,0.000638046,0.00106538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278438,"about_ca_system_score_gemma":0.0002256688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009511359,"about_ca_topic_score_gemma":0.001551979,"domain_scores_codex":[0.999757,0.00006366621,0.00002234059,0.00005812834,0.00004249821,0.00005632676],"domain_scores_gemma":[0.9988238,0.0003470563,0.0003321227,0.0001107849,0.0001108401,0.0002753709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006732832,0.0003639403,0.8411661,0.0001212851,0.0002598248,0.001493881,0.000289231,0.001304317,0.1066518,0.0005924584,0.00735369,0.03367073],"study_design_scores_gemma":[0.0001153878,0.0006069112,0.9817927,0.00001684583,0.0001250313,0.002641752,0.0001755108,0.001501218,0.008119868,0.0005283463,0.004359748,0.00001656969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954093,0.0003551833,0.0003072164,0.0003833289,0.00003040082,0.0000131698,0.001912307,0.00003670006,0.001552343],"genre_scores_gemma":[0.9948938,0.00007620901,0.0006577714,0.0001813597,0.00004405031,0.00001871572,0.002385714,0.00002369113,0.001718786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005915459,"threshold_uncertainty_score":0.01978922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715326802040467,"score_gpt":0.3885935197122222,"score_spread":0.3714402516918175,"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."}}