{"id":"W4386986445","doi":"10.1016/j.brachy.2023.06.023","title":"PP04  Presentation Time: 3:57 PM","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","funders":"","keywords":"Medicine; Brachytherapy; Catheter; Medical physics; Nuclear medicine; Frame (networking); Surgery; Computer science; Radiation therapy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001295727,0.002422416,0.002060984,0.002339475,0.004672304,0.0099503,0.002754452,0.007029288,0.9527947],"category_scores_gemma":[0.005179472,0.001327211,0.003142335,0.001668502,0.001021021,0.001946532,0.004497622,0.003686805,0.893974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096521,"about_ca_system_score_gemma":0.001525445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005505174,"about_ca_topic_score_gemma":0.01229429,"domain_scores_codex":[0.9989861,0.0001320385,0.00002801205,0.0001412832,0.0002804936,0.0004321267],"domain_scores_gemma":[0.9973302,0.0004292241,0.00006767942,0.000174158,0.0008289845,0.001169741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007423917,0.0001265964,0.0002434949,0.0002392626,0.00001871476,0.0001886641,0.00009399327,0.0001100137,0.0007085474,0.001232614,0.9720622,0.02423352],"study_design_scores_gemma":[0.0002407548,0.000314959,0.003448378,0.0004485947,0.00002690025,0.0001327234,0.0002640536,0.0003174193,0.0007384883,0.001228941,0.9927977,0.00004123849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001779467,0.0006224102,0.0006673653,0.003040766,0.01475595,0.0004871882,0.003545566,0.00386563,0.9712356],"genre_scores_gemma":[0.003537122,0.0002389044,0.0001481277,0.0005320263,0.001325455,0.0001164022,0.0008268086,0.0009031518,0.992372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04720527,"threshold_uncertainty_score":0.06733257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111042588842241,"score_gpt":0.3375710605067233,"score_spread":0.3064606346183009,"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."}}