{"id":"W4386986230","doi":"10.1016/j.brachy.2023.06.135","title":"PO34","year":2023,"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":"University of Calgary","funders":"","keywords":"Medicine; Traditional medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003101314,0.001109572,0.0004193832,0.001575208,0.001169323,0.002546024,0.0006908542,0.001730045,0.8882866],"category_scores_gemma":[0.001085688,0.0003192605,0.0004812826,0.0008279908,0.0006178783,0.000813731,0.001441553,0.001288164,0.80349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775176,"about_ca_system_score_gemma":0.0008444891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375563,"about_ca_topic_score_gemma":0.002223424,"domain_scores_codex":[0.9997473,0.00002557167,0.00001002685,0.00006830477,0.0001038615,0.00004500561],"domain_scores_gemma":[0.9996007,0.00005902262,0.00002451674,0.00006021051,0.0001152771,0.0001402428],"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":[0.0002233742,0.0002047025,0.0005744261,0.00030046,0.00001504555,0.0003670508,0.00007162445,0.0001609604,0.005875471,0.01730649,0.5546551,0.4202451],"study_design_scores_gemma":[0.0000231324,0.0000533726,0.0006433113,0.00005180015,0.00000365971,0.0002187504,0.00002006671,0.00006208761,0.0006568781,0.001281242,0.9969814,0.000004195939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008336666,0.000366854,0.000640175,0.0005309039,0.0005336931,0.00007098752,0.000844424,0.0005120667,0.9956672],"genre_scores_gemma":[0.001636524,0.0001271123,0.0002707247,0.0001894909,0.00006526856,0.00002674043,0.0003523746,0.00009448019,0.9972373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1117134,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04042997503882622,"score_gpt":0.3386600626493941,"score_spread":0.2982300876105679,"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."}}