{"id":"W4294307902","doi":"10.3390/jcm11175132","title":"The Genomic Environment of BRAF Mutated and BRAF/PIK3CA Double Mutated Colorectal Cancers","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Essar Steel Algoma (Canada); Sault Area Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Cancer research; V600E; Oncology; Malignancy; Internal medicine; Mutation; Targeted therapy; Cancer; Gene; Biology; Genetics","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":[0.0001325592,0.0001181764,0.0002063294,0.001219352,0.0002124621,0.0004331458,0.0001413766,0.000241497,0.002055516],"category_scores_gemma":[0.000877396,0.0001211238,0.0001125043,0.0007639403,0.0002432688,0.0001658537,0.0002765162,0.0001514142,0.0003008446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121656,"about_ca_system_score_gemma":0.0001482692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009372784,"about_ca_topic_score_gemma":0.001232077,"domain_scores_codex":[0.9997855,0.00002802396,0.00002009975,0.00007209071,0.00004834231,0.00004591297],"domain_scores_gemma":[0.9993196,0.0001602757,0.0002923693,0.00003429818,0.00008359322,0.0001099264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009315219,0.00003502464,0.9062636,0.0001126283,0.00007426662,0.004462006,0.0003239152,0.0001692737,0.07853039,0.0001531965,0.0003089998,0.008635183],"study_design_scores_gemma":[0.000006134879,0.0001422838,0.9858794,0.000007112783,0.00004621005,0.008240999,0.0002824094,0.0001066785,0.00396356,0.00008927059,0.001230323,0.000005623558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997901,0.0007115662,0.0001221168,0.00003233283,0.00000398269,0.000006801883,0.0005018701,0.000008353272,0.0007121396],"genre_scores_gemma":[0.9991616,0.0002028047,0.0001235314,0.00001748876,0.000006672339,0.000004919269,0.0003646328,0.000004318322,0.0001141104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002055516,"threshold_uncertainty_score":0.006876409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460105323091599,"score_gpt":0.3734162215777479,"score_spread":0.327405689268588,"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."}}