{"id":"W4403761165","doi":"10.1016/j.brachy.2024.08.059","title":"Friday, July 12, 20241:30 PM - 2:45 PM PL01 Presentation Time: 1:30 PM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Presentation (obstetrics); Surgery","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":[0.001197217,0.001619814,0.001342365,0.001275556,0.007020875,0.006410651,0.001991344,0.004306674,0.8341722],"category_scores_gemma":[0.002791303,0.0008449423,0.001627011,0.0005820578,0.0006283916,0.001461498,0.00406404,0.003980334,0.6195766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907917,"about_ca_system_score_gemma":0.00127467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006606331,"about_ca_topic_score_gemma":0.02736611,"domain_scores_codex":[0.9992848,0.00008200348,0.00001840457,0.0001086627,0.0002077076,0.0002984132],"domain_scores_gemma":[0.9984127,0.0001082588,0.00003811285,0.00006119679,0.0005319892,0.0008477002],"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":[0.0004085343,0.0001200106,0.0003409476,0.00008127259,0.00001094014,0.0002919527,0.00008872775,0.00004873875,0.0006292186,0.0004540889,0.986362,0.01116343],"study_design_scores_gemma":[0.0001351749,0.0003245684,0.004624719,0.0002979655,0.0000176354,0.0002371869,0.0005235774,0.0002571819,0.0007214407,0.0006341139,0.9921908,0.00003567103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006357924,0.001511499,0.001036443,0.01054396,0.0253836,0.000776725,0.004114447,0.004591602,0.9456838],"genre_scores_gemma":[0.00587141,0.0003437031,0.0002881706,0.0008974504,0.001428428,0.0001039473,0.001000053,0.0005378274,0.9895291],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1658278,"threshold_uncertainty_score":0.2365333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453399559191838,"score_gpt":0.3019058515838947,"score_spread":0.2873718559919763,"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."}}