{"id":"W4393092985","doi":"10.1158/1538-7445.am2024-7363","title":"Abstract 7363: Clinical, genomic, transcriptomic and immunologic profile of BRAF mutant colorectal tumors","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Transcriptome; Mutant; Cancer research; Medicine; Biology; Internal medicine; Cancer; Genetics; Gene; Gene expression","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":[0.0002789691,0.0001449081,0.000256354,0.001087327,0.0002591002,0.0004413913,0.0001751637,0.0002294279,0.003707682],"category_scores_gemma":[0.0007224184,0.00007290827,0.000200647,0.001352713,0.0001646241,0.0001293906,0.0002345695,0.0002121894,0.0008479729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424722,"about_ca_system_score_gemma":0.000250572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018982,"about_ca_topic_score_gemma":0.002656192,"domain_scores_codex":[0.9997756,0.00002315484,0.00002065311,0.00007877807,0.00005326758,0.000048579],"domain_scores_gemma":[0.9996322,0.00008438402,0.0001137879,0.00003076226,0.00006709797,0.00007164571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524338,0.00007573056,0.9209351,0.0001987793,0.000131271,0.0007959018,0.0001354915,0.0003266873,0.04890741,0.00007970833,0.004501872,0.0223877],"study_design_scores_gemma":[0.00001054037,0.0001084247,0.9923375,0.00001098408,0.00004613824,0.001178976,0.00009559054,0.0003000551,0.002907817,0.00006834142,0.002928755,0.000006809449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772618,0.0007004458,0.0004443632,0.000107082,0.00001362863,0.00001711829,0.02031239,0.0000693779,0.001073735],"genre_scores_gemma":[0.9791686,0.0001956518,0.0009038765,0.00008514573,0.00002621424,0.00004561666,0.01846157,0.00003139439,0.001081923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003707682,"threshold_uncertainty_score":0.01240343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134539647607388,"score_gpt":0.4496945824405594,"score_spread":0.3362406176798207,"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."}}