{"id":"W4211106613","doi":"10.3390/curroncol29020079","title":"Advances in Radiation Oncology for the Treatment of Cervical Cancer","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Brachytherapy; Medicine; Radiation therapy; Cervical cancer; External beam radiotherapy; Context (archaeology); Medical physics; Chemoradiotherapy; Oncology; Cancer; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003377092,0.0006206089,0.0009294191,0.003113618,0.0003729412,0.00149082,0.0007931964,0.001507247,0.01136892],"category_scores_gemma":[0.006442905,0.0002329907,0.001454069,0.003269301,0.0008462726,0.001815513,0.001246232,0.002665038,0.003300872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421938,"about_ca_system_score_gemma":0.00319658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723892,"about_ca_topic_score_gemma":0.003064723,"domain_scores_codex":[0.9979916,0.0007376099,0.0002953228,0.0001934743,0.0006998812,0.00008212824],"domain_scores_gemma":[0.9951193,0.003148038,0.0005139485,0.000182118,0.0009311608,0.0001055809],"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":[0.00009118888,0.00004177396,0.0005764849,0.0452841,0.0002717567,0.0002466335,0.0002113005,0.000418851,0.001281519,0.01650592,0.07339182,0.8616787],"study_design_scores_gemma":[0.00001891312,0.00006410565,0.0009099297,0.01304123,0.000202064,0.001201737,0.00007742143,0.00005088362,0.000315131,0.004399319,0.9797018,0.00001759576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001404161,0.9890934,0.0005601527,0.003965441,0.000803274,0.00002108373,0.0000895045,0.00001546874,0.005311168],"genre_scores_gemma":[0.002355929,0.9915798,0.00115215,0.002276802,0.001346282,0.00003255237,0.0001253805,0.00001190678,0.001119358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01136892,"threshold_uncertainty_score":0.03803289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2865470264193234,"score_gpt":0.5435083011879328,"score_spread":0.2569612747686094,"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."}}