{"id":"W4383552633","doi":"10.3390/curroncol30070476","title":"Canadian Consensus Recommendations on the Management of KRAS G12C-Mutated NSCLC","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; Cancer Care Ontario; McMaster University; University of Manitoba; Juravinski Cancer Centre; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre; University of Alberta; William Osler Health System; Ottawa Hospital; Health Sciences Centre; University Health Network; CancerCare Manitoba; Dalhousie University; University of Toronto","funders":"EMD Serono; Astellas Pharma; Incyte; Jazz Pharmaceuticals; Sanofi; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"KRAS; Medicine; Guideline; Targeted therapy; Oncology; Cancer; Internal medicine; Colorectal cancer; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02211245,0.001222343,0.002334157,0.005060001,0.003874195,0.003847983,0.009826361,0.01202433,0.01193008],"category_scores_gemma":[0.04424929,0.001003567,0.006207498,0.004310099,0.002274304,0.002330919,0.003578658,0.01047155,0.006164532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03263971,"about_ca_system_score_gemma":0.135041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4700397,"about_ca_topic_score_gemma":0.5604084,"domain_scores_codex":[0.9808528,0.005135452,0.003739678,0.0008475941,0.007207491,0.002216999],"domain_scores_gemma":[0.9406468,0.004530722,0.002750546,0.0007392467,0.04663128,0.004701383],"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":[0.00008262895,0.00004756929,0.0009249861,0.003469044,0.0001019617,0.0004551637,0.0004157451,0.0008196322,0.0005241025,0.007183256,0.8567547,0.1292211],"study_design_scores_gemma":[0.0001029913,0.0000310777,0.001575946,0.008590881,0.0001260962,0.0002909886,0.0002894167,0.0001893432,0.0001705062,0.002683598,0.985886,0.00006321842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001543405,0.1770578,0.01019235,0.6418729,0.02243719,0.003934339,0.00909554,0.0005920313,0.1332745],"genre_scores_gemma":[0.03962539,0.3070913,0.1088779,0.4098321,0.008006808,0.007548676,0.03531119,0.0005284752,0.08317828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5299603,"threshold_uncertainty_score":0.9346074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195815678175042,"score_gpt":0.4618414917829975,"score_spread":0.3422599239654933,"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."}}