{"id":"W4386986235","doi":"10.1016/j.brachy.2023.06.109","title":"PO08","year":2023,"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":"Université Laval; University of Toronto","funders":"","keywords":"Medicine; Traditional 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":["insufficient_payload"],"category_scores_codex":[0.00005368937,0.00006155603,0.0001325949,0.00008888642,0.00002274393,0.000005857004,0.00002902904,0.00003335459,0.002093986],"category_scores_gemma":[0.0000114235,0.00004456761,0.00007091026,0.0006169704,0.00001067358,0.00002396519,0.000007825636,0.00005070126,0.002541177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002355696,"about_ca_system_score_gemma":0.0000186893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001611283,"about_ca_topic_score_gemma":0.00000166448,"domain_scores_codex":[0.9994879,0.000009147735,0.000080424,0.0001251924,0.000148429,0.0001488623],"domain_scores_gemma":[0.9997107,0.00003433514,0.00001463488,0.0001397906,0.00001827839,0.00008221159],"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":[0.001368901,0.0003130597,0.3236194,0.0000691699,0.0003103131,0.0003407677,0.0002164208,0.000003880562,0.01449093,0.001899457,0.01359102,0.6437767],"study_design_scores_gemma":[0.008364265,0.001026382,0.6928127,0.00003559446,0.00003033057,0.0000427685,0.00005214292,0.00004474104,0.003637689,0.001966172,0.2918413,0.0001458937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749645,0.0004002903,0.000005407173,0.00210609,0.0002223353,0.0001988843,0.000003261888,0.0002747243,0.02182452],"genre_scores_gemma":[0.9811469,0.0004400597,0.0001280018,0.001973629,0.000261271,0.00002975271,0.00003322603,0.00001772565,0.01596941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6436307,"threshold_uncertainty_score":0.9988182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060073780665813,"score_gpt":0.3381171453551291,"score_spread":0.297516407548471,"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."}}