{"id":"W7131861426","doi":"10.5376/cge.2024.12.0030","title":"Genetic Mutation Profiles of Colorectal Cancer and Their Prospects in Diagnosis","year":2024,"lang":"","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Mutation; Cancer; Disease; Population; Colonic disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008899418,0.0002081657,0.0003097258,0.002539597,0.0002310086,0.0009223006,0.0003954568,0.0004278131,0.001720521],"category_scores_gemma":[0.003641247,0.0001498275,0.0001982451,0.001672294,0.0002664441,0.0007435193,0.0003419684,0.0003615561,0.0002877426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164704,"about_ca_system_score_gemma":0.0002585837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676938,"about_ca_topic_score_gemma":0.001664636,"domain_scores_codex":[0.9996454,0.000121474,0.00004628574,0.00006229697,0.00007093367,0.00005371514],"domain_scores_gemma":[0.998274,0.000714106,0.0004205219,0.0000855543,0.0003019362,0.0002039184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007311951,0.00005215472,0.9348692,0.00007955573,0.00008497529,0.001031739,0.0001383249,0.0003777135,0.01240739,0.001913855,0.0005094359,0.04780445],"study_design_scores_gemma":[0.0000102146,0.0001514522,0.9830373,0.00004406379,0.0001108937,0.004402683,0.0005680604,0.001805437,0.003683761,0.002494429,0.003669486,0.00002231881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768025,0.01421333,0.002571896,0.001202314,0.00004999477,0.000016884,0.001066367,0.00004755654,0.0040292],"genre_scores_gemma":[0.9962214,0.001942373,0.001071848,0.00006110437,0.00004017083,0.000004613554,0.000271399,0.000007511124,0.0003795895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002539597,"threshold_uncertainty_score":0.005755723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830135021346362,"score_gpt":0.2878846512853928,"score_spread":0.2695833010719291,"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."}}