{"id":"W2054407424","doi":"10.1016/j.ijrobp.2004.04.032","title":"Proposed guidelines for image-based intracavitary brachytherapy for cervical carcinoma: Report from Image-Guided Brachytherapy Working Group","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Brachytherapy; Medicine; Cervical cancer; Positron emission tomography; Radiology; Medical physics; Nuclear medicine; Cervix; Radiation treatment planning; Radiation therapy; Cancer; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.04355707,0.001617415,0.001667982,0.005583652,0.003476671,0.004930877,0.009656517,0.01595595,0.00182065],"category_scores_gemma":[0.04663539,0.00144765,0.003743681,0.004271174,0.004330192,0.002096327,0.003237965,0.01233212,0.001731289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006544462,"about_ca_system_score_gemma":0.03075045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03872944,"about_ca_topic_score_gemma":0.03960179,"domain_scores_codex":[0.9736979,0.007662989,0.007705397,0.001288471,0.00804692,0.001598305],"domain_scores_gemma":[0.9331794,0.02031635,0.008661483,0.002746284,0.03081386,0.004282684],"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":[0.000627994,0.001678936,0.04531273,0.005294391,0.0005178657,0.003672934,0.008433475,0.01633998,0.0210747,0.02993383,0.3896526,0.4774606],"study_design_scores_gemma":[0.000402325,0.001372434,0.07413363,0.01316074,0.001453289,0.004981715,0.0036878,0.01021671,0.01687161,0.01569935,0.8574778,0.0005426733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04192563,0.1072461,0.2609145,0.496374,0.0166737,0.007782528,0.005777497,0.003363413,0.05994252],"genre_scores_gemma":[0.1169046,0.06165152,0.7033145,0.06437172,0.004786524,0.009781578,0.01185802,0.001494317,0.02583709],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04355707,"threshold_uncertainty_score":0.2303545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667491801873123,"score_gpt":0.3968264736724657,"score_spread":0.3300772934851534,"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."}}