{"id":"W4244036044","doi":"10.1016/j.brachy.2021.06.114","title":"PO26","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","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; External beam radiation; External beam radiotherapy; Endometrial cancer; Dosimetry; Hysterectomy; Implant; Radiology; Radiation therapy; Nuclear medicine; Cancer; Surgery; 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":[0.00002598601,0.00005851925,0.0001433261,0.00002455065,0.00001784322,0.000007904727,0.00001882159,0.00003360804,0.007661187],"category_scores_gemma":[0.00001492083,0.00004482017,0.00007994915,0.0002523567,0.000008655439,0.00002293736,0.000007218955,0.00005619055,0.0003434885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002852883,"about_ca_system_score_gemma":0.00005420766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001094782,"about_ca_topic_score_gemma":0.000003859968,"domain_scores_codex":[0.9995296,0.00001397399,0.00008080289,0.0001380064,0.0001284902,0.0001091266],"domain_scores_gemma":[0.9996673,0.00002435187,0.00001436055,0.0001627603,0.00004817483,0.00008299777],"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":[0.001130779,0.001106741,0.2369165,0.00007856655,0.0004830534,0.001161838,0.0001738709,0.000001125452,0.05512172,0.003946905,0.003061111,0.6968178],"study_design_scores_gemma":[0.01361545,0.0008533495,0.3357934,0.00006429485,0.00007192787,0.0004101514,0.00007653741,0.00000969307,0.08366989,0.002781025,0.5624475,0.0002068324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286881,0.004265842,0.00003212777,0.002710332,0.0002473241,0.0001207772,0.000003206801,0.00006480861,0.06386747],"genre_scores_gemma":[0.9759714,0.0005004118,0.001029319,0.00546928,0.0002757643,0.00001282276,0.00002801982,0.00001450271,0.01669847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6966109,"threshold_uncertainty_score":0.993246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699861568808,"score_gpt":0.3158131838114925,"score_spread":0.2888145681234126,"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."}}