{"id":"W4387134922","doi":"10.1136/ijgc-2023-esgo.144","title":"#438 Molecular alterations predictive of outcome in early staged cervical cancer : a translational investigation from the SENTICOL III trial","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Cervical cancer; Oncology; Stage (stratigraphy); Medicine; Internal medicine; Clinical trial; Sentinel node; Cancer; Biopsy; Biology; Breast cancer","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":[0.001105594,0.0007683904,0.001597315,0.0002192377,0.0004259335,0.001325759,0.0004759967,0.0009008191,0.004854562],"category_scores_gemma":[0.001654902,0.000241853,0.002033746,0.0004995174,0.0005947109,0.0007881243,0.0004605936,0.002282561,0.0006909085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005763458,"about_ca_system_score_gemma":0.000923763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009898428,"about_ca_topic_score_gemma":0.002836763,"domain_scores_codex":[0.9997161,0.0001167344,0.00001504478,0.00005499347,0.00002417882,0.00007293968],"domain_scores_gemma":[0.9994112,0.0001840359,0.0001110467,0.00007877107,0.00005269495,0.0001623193],"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":[0.7467811,0.004648231,0.05736402,0.002505336,0.01085549,0.000334078,0.0002551416,0.00230836,0.01188241,0.001408918,0.01552133,0.1461357],"study_design_scores_gemma":[0.5920788,0.1501407,0.1912975,0.0008572361,0.02227835,0.0005638475,0.0006099201,0.003036117,0.00308032,0.006631966,0.02924596,0.0001792985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792992,0.008064333,0.0003752795,0.002578234,0.0004601358,0.0005354926,0.003143879,0.00007372165,0.005469687],"genre_scores_gemma":[0.9868686,0.0028309,0.0005863801,0.001943539,0.0003552281,0.0005109162,0.004154225,0.00003005046,0.002720112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004854562,"threshold_uncertainty_score":0.01624012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06179837460898283,"score_gpt":0.3674492058906564,"score_spread":0.3056508312816736,"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."}}