{"id":"W4403760302","doi":"10.1016/j.brachy.2024.08.172","title":"PO0241","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000421179,0.00006908477,0.0001198087,0.00007174643,0.0000135236,0.0000218495,0.00002366859,0.00003531886,0.004648884],"category_scores_gemma":[0.000004704492,0.00004631923,0.00009152765,0.0003036841,0.00001115645,0.00004005931,0.000004818406,0.00007781332,0.001083115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004122275,"about_ca_system_score_gemma":0.00003437469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001903385,"about_ca_topic_score_gemma":0.000001344102,"domain_scores_codex":[0.999514,0.000007643542,0.00008161835,0.0001541324,0.0001294128,0.0001131419],"domain_scores_gemma":[0.9997555,0.00003572631,0.000005824537,0.0001143545,0.00001259965,0.00007600995],"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":[0.0005317534,0.0001857311,0.01437736,0.0001653816,0.0003630773,0.0004298093,0.0001777159,5.288858e-7,0.008040083,0.007040898,0.00490527,0.9637824],"study_design_scores_gemma":[0.002952759,0.001059401,0.03652019,0.0001675373,0.00006815929,0.000173768,0.00002076324,0.00008965463,0.004962825,0.003769028,0.9500716,0.0001442628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871031,0.02446109,0.00009604778,0.004467767,0.001004032,0.0003517298,0.000007318431,0.0004282991,0.08208064],"genre_scores_gemma":[0.9839785,0.000498955,0.0002798935,0.001602791,0.000446037,0.00002075419,0.0000118049,0.00001961948,0.01314166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9636381,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441425344097773,"score_gpt":0.3323296378703642,"score_spread":0.3079153844293864,"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."}}