{"id":"W4403749736","doi":"10.1016/j.brachy.2024.08.022","title":"PP03 Presentation Time: 4:18 PM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Presentation (obstetrics); Medical physics; 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":[0.001418891,0.002591945,0.002147452,0.002262734,0.004638195,0.01005853,0.002852876,0.00714194,0.9366303],"category_scores_gemma":[0.005094924,0.001419391,0.003283883,0.001610032,0.001030724,0.002134022,0.004261941,0.004011526,0.8711231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173861,"about_ca_system_score_gemma":0.001450645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006084906,"about_ca_topic_score_gemma":0.01389109,"domain_scores_codex":[0.9989743,0.0001225216,0.00002772744,0.0001490241,0.0002938316,0.0004325942],"domain_scores_gemma":[0.9973399,0.0003778085,0.00006282672,0.0001675715,0.0008850138,0.001166929],"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":[0.00084603,0.0001163358,0.0002191708,0.0002440886,0.00001984967,0.0002120159,0.000103344,0.0001311006,0.0008930725,0.001474482,0.9712493,0.02449124],"study_design_scores_gemma":[0.0002374414,0.0002941083,0.003241339,0.0004180993,0.00002748263,0.0001373034,0.0002445309,0.0003483408,0.0008378581,0.001449242,0.9927204,0.00004387576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002265215,0.0008369186,0.0009359159,0.003138105,0.02042462,0.0005938549,0.003979768,0.004871771,0.9629537],"genre_scores_gemma":[0.004091827,0.0002654768,0.0001826425,0.0004830979,0.001396135,0.000113631,0.0009224799,0.001096773,0.9914479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06336969,"threshold_uncertainty_score":0.09038919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695327818794411,"score_gpt":0.4014947341216673,"score_spread":0.3845414559337232,"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."}}