{"id":"W2789530700","doi":"10.7759/cureus.2274","title":"Brachy-ing Unresectable Endometrial Cancers with Magnetic Resonance Guidance","year":2018,"lang":"en","type":"article","venue":"Cureus","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Brachytherapy; Magnetic resonance imaging; Endometrial cancer; Radiology; Rectum; Radiation therapy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001624282,0.0002027259,0.0003756009,0.000112147,0.0001382505,0.00003001387,0.0001557226,0.00008100516,0.002012919],"category_scores_gemma":[0.0003775863,0.0001443212,0.00007335653,0.001156063,0.0001962118,0.0001205661,0.00004864396,0.0001506421,0.0001538117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004843716,"about_ca_system_score_gemma":0.0002703123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691142,"about_ca_topic_score_gemma":0.0007307159,"domain_scores_codex":[0.998381,0.00003791453,0.0002429992,0.0004185455,0.0004512442,0.0004683018],"domain_scores_gemma":[0.998921,0.0001418275,0.00007643096,0.0004311248,0.0001980068,0.000231547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03815483,0.001192918,0.4141139,0.0004004148,0.0007356833,0.0009504406,0.001250168,0.00001797354,0.01116025,0.002597911,0.02724392,0.5021816],"study_design_scores_gemma":[0.04677689,0.02139392,0.1268822,0.00085278,0.0006070825,0.0002306374,0.0002082673,0.0002118697,0.03140455,0.000490922,0.7700686,0.0008723705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692884,0.09492955,0.000355153,0.001045999,0.002340745,0.001664546,0.00007475894,0.0003600202,0.2299408],"genre_scores_gemma":[0.988573,0.000420624,0.002359705,0.0006709425,0.002010918,0.00007863533,0.000008243774,0.0000382293,0.005839718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7428247,"threshold_uncertainty_score":0.9988994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424480036172459,"score_gpt":0.2939241820208455,"score_spread":0.2696793816591209,"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."}}