{"id":"W4403760024","doi":"10.1016/j.brachy.2024.08.118","title":"PSOR08 Presentation Time: 12:05 PM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Sunnybrook Health Science Centre","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":[0.00133952,0.001566876,0.001636305,0.001819333,0.003319486,0.008890288,0.001747437,0.004917526,0.915975],"category_scores_gemma":[0.003411031,0.000827794,0.002228781,0.0008197575,0.0006663564,0.001575705,0.003782134,0.003086002,0.8572446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860594,"about_ca_system_score_gemma":0.001134989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116506,"about_ca_topic_score_gemma":0.008381242,"domain_scores_codex":[0.9991732,0.00008132242,0.00002425509,0.0001388159,0.0003198982,0.0002623828],"domain_scores_gemma":[0.997884,0.0001836613,0.00005602096,0.0001855617,0.0008283346,0.0008624282],"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":[0.0004894472,0.00008774127,0.0001722115,0.0001304911,0.00001468769,0.0001541158,0.00004606102,0.00008549226,0.000992046,0.00131004,0.9756814,0.02083617],"study_design_scores_gemma":[0.0001235214,0.0002199419,0.00199261,0.0001777174,0.0000151089,0.00009316827,0.00009940674,0.0003342621,0.0008818548,0.001084252,0.9949497,0.00002841827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00224303,0.0005080202,0.00128366,0.004155356,0.0185824,0.0004915207,0.005619924,0.006905182,0.9602109],"genre_scores_gemma":[0.003876726,0.0001289608,0.0002366672,0.0003576726,0.001269188,0.00005761037,0.00123323,0.0011719,0.991668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08402503,"threshold_uncertainty_score":0.1198514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008294560280278597,"score_gpt":0.2962482288920406,"score_spread":0.287953668611762,"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."}}