{"id":"W4403759852","doi":"10.1016/j.brachy.2024.08.114","title":"PSOR04 Presentation Time: 11:45 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":"Lawson Health Research Institute; Cancer Care Ontario; Western University; Robarts Clinical Trials","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007795489,0.0001133942,0.0001924903,0.00006746873,0.00003431522,0.00005432876,0.00002972568,0.00004463199,0.00114412],"category_scores_gemma":[0.000007445119,0.00008266805,0.0001101235,0.0001538593,0.00002474184,0.0001022936,0.00000689527,0.0000701016,0.0006148544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009050436,"about_ca_system_score_gemma":0.00007826796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003375448,"about_ca_topic_score_gemma":0.000004927776,"domain_scores_codex":[0.9992765,0.00002034958,0.0001526577,0.0002308746,0.000166075,0.0001535289],"domain_scores_gemma":[0.9996311,0.00005955807,0.00002205917,0.0001760949,0.00003034896,0.00008085416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007505118,0.0009443568,0.04058369,0.0003683367,0.0009846814,0.0008191024,0.001949016,0.00002539127,0.01406111,0.004302862,0.2302417,0.7049692],"study_design_scores_gemma":[0.008986273,0.001722382,0.09365484,0.0006659491,0.0003416012,0.000211659,0.00008222994,0.002857547,0.03829869,0.002020747,0.8507805,0.0003775553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520555,0.0246505,0.0001995787,0.01210586,0.0006463837,0.001162303,0.00002668112,0.0004046318,0.008748528],"genre_scores_gemma":[0.9759845,0.003933211,0.0005756796,0.00159313,0.0006307582,0.0003539384,0.0001436898,0.00005378743,0.01673138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7045916,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523940280291932,"score_gpt":0.3149214519371801,"score_spread":0.2996820491342608,"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."}}