{"id":"W4386987435","doi":"10.1016/j.brachy.2023.06.041","title":"PSOR11  Presentation Time: 5:20 PM","year":2023,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Imaging phantom; Brachytherapy; Medicine; Fluoroscopy; Nuclear medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001373031,0.00009736568,0.0001733973,0.0001906594,0.0000704605,0.00002467555,0.00004666365,0.00004308471,0.0004261476],"category_scores_gemma":[0.00003133536,0.00008124844,0.0001198971,0.0005702901,0.00004469119,0.00008404082,0.000006359661,0.000102753,0.001806976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001018725,"about_ca_system_score_gemma":0.00002586477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001641447,"about_ca_topic_score_gemma":0.000001283241,"domain_scores_codex":[0.9992467,0.00002834825,0.0001380484,0.0001768881,0.0001998978,0.0002101297],"domain_scores_gemma":[0.9995587,0.00007980564,0.00003614174,0.0002038007,0.00004250308,0.00007906151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001303211,0.0004199989,0.1429911,0.00009788217,0.0004650976,0.00004112082,0.002487367,0.00008127104,0.4149855,0.000281891,0.334551,0.1022945],"study_design_scores_gemma":[0.008206164,0.0006110125,0.3007495,0.00008946203,0.00009938322,0.0001660319,0.0002794885,0.001710275,0.003585434,0.001354351,0.6828061,0.0003428838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784252,0.0003650278,0.0005759877,0.004673938,0.000290953,0.0003865759,0.00000555682,0.0007511693,0.01452557],"genre_scores_gemma":[0.8947708,0.001004489,0.00502142,0.004326372,0.001409538,0.0001525817,0.0005694652,0.0001319616,0.09261335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114,"threshold_uncertainty_score":0.9989702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310169077506747,"score_gpt":0.2882026585035151,"score_spread":0.2751009677284477,"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."}}