{"id":"W4403759639","doi":"10.1016/j.brachy.2024.08.087","title":"Saturday, July 13, 202410:30 AM - 11:30 AM GPP01 Presentation Time: 10:30 AM","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Presentation (obstetrics); Family medicine; 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":[0.001495215,0.00171045,0.001743104,0.001426181,0.007665062,0.007012669,0.002200035,0.005880748,0.8440897],"category_scores_gemma":[0.00317505,0.001009831,0.00207854,0.0007124314,0.0006837066,0.00161037,0.004699978,0.00432037,0.6718238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214013,"about_ca_system_score_gemma":0.002205637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009164359,"about_ca_topic_score_gemma":0.0361466,"domain_scores_codex":[0.9991363,0.0001001468,0.00002163208,0.0001360025,0.0002355963,0.0003703341],"domain_scores_gemma":[0.9976532,0.0001390623,0.00005385698,0.00009060114,0.0008574289,0.001205794],"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":[0.0004207826,0.0001560055,0.0003425736,0.0000819354,0.00001107723,0.0001572835,0.00006682349,0.00004506406,0.0005117193,0.0003644283,0.986343,0.01149924],"study_design_scores_gemma":[0.0001857945,0.0003193903,0.004967518,0.0002704583,0.00002247852,0.0001299727,0.000399874,0.0002793241,0.0005389292,0.0007443102,0.9921029,0.0000390472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006216325,0.001294777,0.001166149,0.01157041,0.02510522,0.001145063,0.005871021,0.005735216,0.9418958],"genre_scores_gemma":[0.004604617,0.0003163975,0.0003551779,0.001405916,0.001587815,0.0001905185,0.001524578,0.0006425483,0.9893724],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1559103,"threshold_uncertainty_score":0.222387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012298114408039,"score_gpt":0.3164925408693802,"score_spread":0.2963695597252998,"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."}}