{"id":"W4393095560","doi":"10.1158/1538-7445.am2024-5058","title":"Abstract 5058: Genomic alterations predictive of outcome in early staged cervical cancer: <i>A translational investigation from the SENTICOL III trial</i>","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Cervical cancer; Oncology; Outcome (game theory); Cancer; Internal medicine","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":[0.00242471,0.0008596788,0.001049774,0.0002844515,0.000336887,0.001018576,0.0005150138,0.001026122,0.004435466],"category_scores_gemma":[0.001778189,0.0002068476,0.001886804,0.0003823954,0.0006251762,0.000464356,0.000445704,0.001506852,0.0006592008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465333,"about_ca_system_score_gemma":0.0005566194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006420357,"about_ca_topic_score_gemma":0.001170623,"domain_scores_codex":[0.9994287,0.0003548801,0.00003121404,0.00007958243,0.00004279746,0.00006278347],"domain_scores_gemma":[0.9991378,0.000274851,0.0001380475,0.0001405122,0.00007980875,0.00022897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8507531,0.004663036,0.04292542,0.002439129,0.006718711,0.0002798662,0.0002187373,0.0008240659,0.01772834,0.0003934123,0.01300464,0.06005152],"study_design_scores_gemma":[0.5315244,0.222078,0.207323,0.0006973671,0.01642194,0.0003775423,0.0002667847,0.001869015,0.003967637,0.001232809,0.01413056,0.0001110276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821873,0.00649352,0.0003620292,0.002441485,0.0003931252,0.001266002,0.002780842,0.00008657543,0.003989156],"genre_scores_gemma":[0.9845212,0.001702199,0.0007833504,0.002410682,0.0007221153,0.001608328,0.006423953,0.00004199329,0.001786218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004435466,"threshold_uncertainty_score":0.01483816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405597269983317,"score_gpt":0.4269536983753667,"score_spread":0.286393971377035,"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."}}