{"id":"W4403760632","doi":"10.1016/j.brachy.2024.08.247","title":"RadioPharm Posters PO0501","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00006491237,0.00009695652,0.0001172345,0.00003370906,0.00004201968,0.00003584991,0.00005475329,0.00005259812,0.0008820988],"category_scores_gemma":[0.00000640865,0.00007997719,0.00009821464,0.0002156993,0.00005101381,0.00005471951,0.000005744555,0.0001870069,0.0003435236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003724054,"about_ca_system_score_gemma":0.00004856357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001393004,"about_ca_topic_score_gemma":4.62578e-8,"domain_scores_codex":[0.9993756,0.000007561618,0.0001237389,0.0002161263,0.0001168124,0.0001601111],"domain_scores_gemma":[0.9995891,0.00004565059,0.000009229806,0.0001885902,0.00001694598,0.0001504755],"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":[0.000179502,0.0001639525,0.000446061,0.0002527715,0.0001852729,0.0002881621,0.0002173966,0.000003433584,0.8168807,0.005089696,0.01976946,0.1565236],"study_design_scores_gemma":[0.0008115981,0.00008986567,0.001535452,0.00008377746,0.00006978124,0.000754939,0.00002251545,0.001332869,0.1552389,0.0005829768,0.8393203,0.0001570412],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906682,0.01468823,0.001050441,0.03071861,0.000379993,0.0004843192,0.00002189914,0.0007518121,0.04522265],"genre_scores_gemma":[0.9889482,0.0004218046,0.0004861376,0.00288016,0.0005778215,0.00004158444,0.00002398986,0.00002613626,0.006594181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8195509,"threshold_uncertainty_score":0.9658363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848859499468732,"score_gpt":0.3641644467941135,"score_spread":0.3456758517994262,"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."}}