{"id":"W2320169864","doi":"10.1097/01.cot.0000455783.87798.a3","title":"Stage IV Lung Cancer","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Stage (stratigraphy); Medicine; Oncology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005202319,0.00006243681,0.0001563758,0.00002465853,0.00005371058,0.00000382729,0.0000283816,0.00006065605,0.003111211],"category_scores_gemma":[0.00001970758,0.00004663012,0.000034343,0.00004952396,0.00004076535,0.0000274713,0.00001194462,0.00006293978,0.00009978295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201707,"about_ca_system_score_gemma":0.0002332032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681775,"about_ca_topic_score_gemma":0.00006980691,"domain_scores_codex":[0.9995844,0.00002283129,0.00008223458,0.0001224035,0.00005825111,0.0001298528],"domain_scores_gemma":[0.999686,0.00005103632,0.00003516909,0.0001205428,0.00003751369,0.00006976164],"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":[0.0002047628,0.0006403422,0.3106452,0.0001415898,0.0009849591,0.00009806941,0.001734219,0.00008517234,0.001939898,0.01313882,0.4902737,0.1801133],"study_design_scores_gemma":[0.001926274,0.0003406821,0.03982689,0.00002436661,0.0003531344,0.00001076121,0.00005986112,0.0008713,0.0003454697,0.00007738838,0.9560997,0.00006419155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1486925,0.001385797,0.000376172,0.01229166,0.0005410369,0.0003619086,0.0000198586,0.0001092448,0.8362218],"genre_scores_gemma":[0.7277803,0.0001031183,0.001360631,0.002619467,0.0002983655,0.00012122,0.00002937542,0.00001526804,0.2676722],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5790879,"threshold_uncertainty_score":0.9978001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224404688825968,"score_gpt":0.381749766265429,"score_spread":0.3695057193771693,"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."}}