{"id":"W4403760947","doi":"10.1016/j.brachy.2024.08.096","title":"PPP04 Presentation Time: 10:57 AM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Centre Hospitalier de l’Université de Montréal; Princess Margaret Cancer Centre","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":[0.001422377,0.001733923,0.001770044,0.001939362,0.004379115,0.009320785,0.00205533,0.00887032,0.9363508],"category_scores_gemma":[0.005516971,0.001030809,0.002368524,0.001103354,0.0009958711,0.002094489,0.005497178,0.00371875,0.8661588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031396,"about_ca_system_score_gemma":0.001857553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00396548,"about_ca_topic_score_gemma":0.009089331,"domain_scores_codex":[0.9987896,0.0001636011,0.00003694651,0.0001572597,0.000324131,0.000528597],"domain_scores_gemma":[0.9968405,0.0003231164,0.00008520558,0.0001822873,0.0009773672,0.001591564],"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":[0.0006669263,0.000140811,0.0002578986,0.0001548505,0.00001828149,0.000251687,0.0000684746,0.00008598212,0.0007330357,0.001262106,0.9747235,0.02163636],"study_design_scores_gemma":[0.0002072499,0.0002515899,0.00322017,0.0003845798,0.0000185932,0.0001719289,0.0001876298,0.0002677193,0.0006124308,0.001275242,0.9933665,0.00003639574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001997462,0.0006081676,0.0007128782,0.005463224,0.01969045,0.0005417487,0.004016374,0.003695894,0.9632738],"genre_scores_gemma":[0.004342751,0.000231037,0.0001391935,0.0008681547,0.001970739,0.0001253692,0.0008279473,0.0008048519,0.99069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06364924,"threshold_uncertainty_score":0.09078789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546291644033927,"score_gpt":0.3169290261466232,"score_spread":0.301466109706284,"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."}}