{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008573026,0.001039279,0.0005534252,0.001081081,0.001128353,0.002552547,0.0008117549,0.004110206,0.5354058],"category_scores_gemma":[0.0007724668,0.0004486234,0.00107943,0.0003439073,0.0006065698,0.0006371724,0.001224218,0.002499328,0.2217163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000918362,"about_ca_system_score_gemma":0.001001141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005950527,"about_ca_topic_score_gemma":0.001643204,"domain_scores_codex":[0.9996264,0.00006435737,0.00001297605,0.00008121495,0.0001300069,0.00008499063],"domain_scores_gemma":[0.999543,0.0001096686,0.00002892564,0.00003709778,0.00009737215,0.0001839717],"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":[0.002813484,0.0005976287,0.0006241621,0.0006200027,0.00006482164,0.001197834,0.00006582536,0.0002331687,0.009511107,0.006202094,0.7720848,0.2059852],"study_design_scores_gemma":[0.0002628267,0.0006015496,0.001573053,0.0001032865,0.00001966292,0.0007315686,0.00002540619,0.0001871722,0.00217599,0.00146669,0.992842,0.00001074757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006282547,0.006684186,0.002008136,0.008333523,0.01562378,0.0005174049,0.002281476,0.0008903038,0.9573787],"genre_scores_gemma":[0.008926237,0.001314869,0.0005423896,0.001680103,0.002908817,0.0001122258,0.0008456442,0.0001420486,0.9835276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4645942,"threshold_uncertainty_score":0.6626873,"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."}}