{"id":"W4287838559","doi":"10.3390/curroncol29080418","title":"Re-Irradiation for Recurrent Cervical Cancer: A State-of-the-Art Review","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brachytherapy; Cervical cancer; Radiation therapy; Regimen; Radiation treatment planning; Cancer; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007519166,0.0008179079,0.001653815,0.003505277,0.0003160082,0.001161464,0.0009752064,0.0009019137,0.004606401],"category_scores_gemma":[0.001535145,0.0003164429,0.001027822,0.003446584,0.0004177952,0.00134496,0.000542109,0.001074827,0.0008485423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006060445,"about_ca_system_score_gemma":0.001690082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488627,"about_ca_topic_score_gemma":0.002808744,"domain_scores_codex":[0.999712,0.00005088533,0.00007191177,0.00005635077,0.00008869703,0.00002018061],"domain_scores_gemma":[0.9990085,0.0006944166,0.0001273469,0.00001739692,0.0001220388,0.0000303342],"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":[0.00007355394,0.00006894469,0.0003110909,0.1008528,0.0002672983,0.0001931572,0.0001090427,0.0003134319,0.0007454088,0.001353033,0.02009813,0.8756142],"study_design_scores_gemma":[0.00002988155,0.000169105,0.002162975,0.04990039,0.001461235,0.003161147,0.0001679263,0.0001615539,0.0005390977,0.001605943,0.9406064,0.00003435013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007075912,0.9994523,0.00003107274,0.0000804967,0.00006095252,0.000003406039,0.00001268272,0.000002986036,0.0002852716],"genre_scores_gemma":[0.0003545942,0.9993825,0.00005823172,0.0000636028,0.00005056713,0.000003349157,0.00001546983,7.997567e-7,0.00007084147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004606401,"threshold_uncertainty_score":0.01540995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2734221069919813,"score_gpt":0.502068358215597,"score_spread":0.2286462512236157,"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."}}