{"id":"W4403749956","doi":"10.1016/j.brachy.2024.08.067","title":"MSOR04 Presentation Time: 8:15 AM","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; McGill University","funders":"","keywords":"Medicine; Presentation (obstetrics); 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":[0.00171825,0.001724118,0.001435745,0.002093484,0.004287473,0.00886064,0.00214932,0.006161121,0.9227087],"category_scores_gemma":[0.004030345,0.0008782896,0.002261319,0.0007900104,0.0008321913,0.001516092,0.00458155,0.00320057,0.8296734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798146,"about_ca_system_score_gemma":0.001749336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540233,"about_ca_topic_score_gemma":0.007197021,"domain_scores_codex":[0.9987289,0.000149854,0.00003056344,0.0001705193,0.0004588996,0.0004612427],"domain_scores_gemma":[0.9970855,0.0002680346,0.00007777871,0.000168547,0.0009973265,0.001402855],"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":[0.001032583,0.0001758055,0.0001763946,0.0001512248,0.00001891212,0.0001723415,0.00007541243,0.00006465751,0.002117199,0.001487344,0.9670194,0.0275088],"study_design_scores_gemma":[0.000173646,0.0003114588,0.001811278,0.0002114805,0.00001985242,0.0001187185,0.0001570437,0.0002890391,0.001594468,0.001216777,0.994065,0.00003127847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002937396,0.0005445663,0.001152184,0.005021643,0.01710512,0.0005696153,0.003835039,0.005258831,0.9635756],"genre_scores_gemma":[0.004262443,0.0001294337,0.0002025864,0.0004609892,0.001326574,0.0000771889,0.000670933,0.0006966945,0.9921732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07729125,"threshold_uncertainty_score":0.1102465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233217998856436,"score_gpt":0.3647463145745337,"score_spread":0.3424141345859693,"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."}}