{"id":"W4403761092","doi":"10.1016/j.brachy.2024.08.016","title":"MPP02 Presentation Time: 4:09 PM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","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":[0.001214462,0.001538121,0.001487488,0.001712905,0.003765983,0.008140044,0.002172509,0.005609858,0.9307467],"category_scores_gemma":[0.004153969,0.001005056,0.002143139,0.00087325,0.0007909709,0.001513939,0.003884342,0.002922034,0.8470857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966296,"about_ca_system_score_gemma":0.001289035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790912,"about_ca_topic_score_gemma":0.00950898,"domain_scores_codex":[0.9991488,0.00009856311,0.00002075896,0.0001179503,0.0002556774,0.0003581865],"domain_scores_gemma":[0.9977114,0.0003003477,0.00005442063,0.0001706101,0.0006699623,0.001093154],"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":[0.0008042805,0.0001070808,0.0002236671,0.0001692908,0.00001567825,0.000258687,0.00008264428,0.0001028465,0.001282188,0.001531036,0.9728466,0.02257594],"study_design_scores_gemma":[0.0001803168,0.0002495594,0.002836882,0.0002289304,0.0000183105,0.0001571198,0.0001624308,0.000385246,0.001438615,0.001521876,0.9927851,0.0000357209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002928426,0.0005711517,0.001145875,0.004529025,0.01275443,0.0005020316,0.004745758,0.006151772,0.9666715],"genre_scores_gemma":[0.005718816,0.0001592809,0.000248203,0.0005166404,0.001077794,0.00009925947,0.0009751798,0.001029298,0.9901755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06925327,"threshold_uncertainty_score":0.09878141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125088539788349,"score_gpt":0.3189649129054055,"score_spread":0.3064560589265706,"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."}}