{"id":"W2333561274","doi":"10.1016/j.brachy.2015.02.296","title":"The Role of Deformable Image Registration Looking at Small Bowel and Sigmoid During Multi-Fraction Adaptive Image-Guided HDR Brachytherapy for Cervix Cancer","year":2015,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Brachytherapy; Sigmoid function; Nuclear medicine; Sigmoid colon; Cervical cancer; Rectum; Radiation therapy; Radiation treatment planning; Radiology; Cancer; Artificial intelligence; Surgery; Computer science; 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":[0.0008962734,0.0004588726,0.0003830233,0.0005964163,0.0002505563,0.001233085,0.0005529789,0.0007639866,0.001941638],"category_scores_gemma":[0.00452835,0.0004764973,0.0004652384,0.0004385328,0.0003506185,0.001028456,0.0006066114,0.0007321907,0.0005140359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628621,"about_ca_system_score_gemma":0.0006678263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328157,"about_ca_topic_score_gemma":0.003301263,"domain_scores_codex":[0.9996494,0.0001559391,0.0000287556,0.00005956173,0.00007713625,0.00002928703],"domain_scores_gemma":[0.9992342,0.0003893955,0.0001243581,0.0001254283,0.00008072674,0.00004584898],"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":[0.002720208,0.0002107895,0.0284593,0.001009492,0.0002329305,0.001496428,0.001300372,0.05580015,0.423456,0.001846064,0.002181258,0.4812871],"study_design_scores_gemma":[0.0001241097,0.001290404,0.1136233,0.0003853608,0.0009333192,0.006545215,0.001025276,0.6000624,0.256566,0.002426755,0.01670421,0.0003138068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5401646,0.007967546,0.4366553,0.001347541,0.0003955045,0.0002885256,0.0003427447,0.00233993,0.01049834],"genre_scores_gemma":[0.8992766,0.002011731,0.095496,0.0001935933,0.00008710103,0.00006339213,0.0001624461,0.000647403,0.002061821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002328157,"threshold_uncertainty_score":0.006495476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489003408157759,"score_gpt":0.3188339028243872,"score_spread":0.2739438687428096,"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."}}