{"id":"W2317164610","doi":"10.1097/01.pat.0000454493.47474.1c","title":"Novel KRAS gene mutations in Saudi colorectal cancer patients","year":2014,"lang":"en","type":"article","venue":"Pathology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"KRAS; Exon; Colorectal cancer; Mutation; Biology; Nonsense mutation; Gene; Genetics; Germline mutation; Gene mutation; Cancer; Cancer research; Missense mutation","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":[0.00005898535,0.0001011889,0.0002454032,0.0000806329,0.00005409818,0.000003042935,0.00003168234,0.00005867462,0.00008100008],"category_scores_gemma":[0.0001025544,0.00008267513,0.00003982842,0.0001299883,0.00007707252,0.00002039408,0.00003453779,0.0000847647,0.00002499454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326265,"about_ca_system_score_gemma":0.00003964474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433687,"about_ca_topic_score_gemma":0.001268487,"domain_scores_codex":[0.999321,0.00002592188,0.0001554288,0.0002105734,0.0000844107,0.000202689],"domain_scores_gemma":[0.9997174,0.0000421527,0.00004330691,0.00007750679,0.00007259088,0.00004700358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774833,0.0007000364,0.9602028,0.00001945829,0.00005517792,0.00004445211,0.001413138,0.00001898949,0.01626893,0.000160878,0.0002253575,0.02071336],"study_design_scores_gemma":[0.002676269,0.0006356073,0.9934198,0.00001383911,0.00004164928,0.00002439645,0.00003450616,0.00008014099,0.001711053,0.00008415178,0.001199679,0.00007889827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940453,0.0002737317,0.00009174213,0.0005457485,0.0003030278,0.0002478776,0.00003524595,0.00002529029,0.004432013],"genre_scores_gemma":[0.9984314,0.00007111602,0.0005339967,0.0004314942,0.00007995669,0.000213921,0.00004585624,0.00001151905,0.0001806837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321708,"threshold_uncertainty_score":0.3371394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703540469768704,"score_gpt":0.295192841382047,"score_spread":0.2781574366843599,"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."}}