{"id":"W2804624504","doi":"10.1097/sla.0000000000002829","title":"Anatomical Resections Improve Survival Following Lung Metastasectomy of Colorectal Cancer Harboring KRAS Mutations","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; KRAS; Metastasectomy; Hazard ratio; Colorectal cancer; Internal medicine; Confidence interval; Wedge resection; Gastroenterology; Oncology; Lung; Metastasis; Multivariate analysis; Cancer; Surgery; Resection","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":[],"consensus_categories":[],"category_scores_codex":[0.0003048996,0.0001211607,0.0004372429,0.0002529152,0.0001113372,0.000008827211,0.00004311155,0.00005748041,0.0001309979],"category_scores_gemma":[0.0002214473,0.0001078845,0.0003426573,0.0004754767,0.0001422141,0.0001528853,0.00002281057,0.00008839715,0.000002530054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000507948,"about_ca_system_score_gemma":0.0004956218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558086,"about_ca_topic_score_gemma":0.000198088,"domain_scores_codex":[0.9988304,0.00004529685,0.0004056146,0.0002066116,0.0002660717,0.000246026],"domain_scores_gemma":[0.9987388,0.0003709786,0.0001694479,0.000170851,0.0004318963,0.0001179735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007996004,0.001143584,0.8268687,0.000407004,0.006811697,0.00009337629,0.001791423,0.00003678822,0.1393802,0.001073915,0.01195839,0.009635366],"study_design_scores_gemma":[0.001616518,0.0003329348,0.4262669,0.0005531735,0.001590624,0.000007046585,0.0006999651,0.0005417611,0.564476,0.000242007,0.003350665,0.0003223827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995043,0.0007142567,0.00009813548,0.0007408932,0.001310042,0.0002383083,0.0002110182,0.00003422054,0.001610089],"genre_scores_gemma":[0.9990692,0.0001044582,0.0002379757,0.0000787135,0.0002190521,0.00007129028,0.00005670993,0.00002240874,0.0001402018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4250959,"threshold_uncertainty_score":0.4399403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212778837350708,"score_gpt":0.424129167640234,"score_spread":0.3028512839051631,"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."}}