{"id":"W4407647179","doi":"10.1016/j.ijgc.2024.100197","title":"Chemoradiotherapy And Image Guided Adaptive Brachytherapy For Locally Advanced Cervical Cancer Results In Stable Outcome Beyond 5 Years","year":2025,"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":"University of Alberta","funders":"","keywords":"Medicine; Brachytherapy; Cervical cancer; Chemoradiotherapy; Outcome (game theory); Oncology; Radiology; Radiation therapy; Internal medicine; 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":[0.0002739473,0.0001267916,0.0003284427,0.0001901067,0.0001136377,0.000276889,0.0001806291,0.000263495,0.001284329],"category_scores_gemma":[0.0005930917,0.00004999289,0.0004888447,0.0002579007,0.0001873137,0.0001905719,0.000131049,0.0002406835,0.000181146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423904,"about_ca_system_score_gemma":0.0002604413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295373,"about_ca_topic_score_gemma":0.00251569,"domain_scores_codex":[0.9999006,0.00002015499,0.000006789201,0.00002137655,0.00002255225,0.00002850985],"domain_scores_gemma":[0.9998102,0.00006443516,0.00004685975,0.00002083933,0.00001357132,0.00004410886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04283842,0.004158888,0.1858694,0.0004296007,0.001007046,0.002020296,0.0003990731,0.003935947,0.06134132,0.0008193206,0.002895898,0.6942847],"study_design_scores_gemma":[0.001013067,0.02885228,0.9526921,0.00007489412,0.001068468,0.002556195,0.0002123293,0.001822058,0.00617863,0.0005121197,0.004988289,0.0000295077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936805,0.00378669,0.0001593036,0.0001247595,0.00003743026,0.00001341068,0.000113376,0.00002132952,0.002063204],"genre_scores_gemma":[0.9981445,0.0006297694,0.0001001973,0.00006539738,0.00001312823,0.000005581316,0.0002375265,0.000004992174,0.0007989687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295373,"threshold_uncertainty_score":0.004296541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645161676209611,"score_gpt":0.3901607058821056,"score_spread":0.3537090891200094,"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."}}