{"id":"W4320014519","doi":"10.2139/ssrn.4335106","title":"Adjuvant Chemotherapy Following Chemo-Radiation as Primary Treatment for Locally Advanced Cervical Cancer Compared to Chemo-Radiation Alone: The Randomised Phase 3 OUTBACK Trial (ANZGOG 0902, RTOG 1174, NRG 0274)","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Toronto","funders":"","keywords":"Adjuvant; Cervical cancer; Radiation therapy; Medicine; Oncology; Randomized controlled trial; Internal medicine; Gynecology; Cancer","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":[0.001522959,0.001792619,0.003284783,0.0004082927,0.0003319011,0.001137522,0.0008250861,0.002054051,0.01816175],"category_scores_gemma":[0.00206519,0.0005393881,0.002549194,0.0004508516,0.0009569095,0.001136359,0.0005727526,0.003830793,0.001992575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009164774,"about_ca_system_score_gemma":0.001274908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007001,"about_ca_topic_score_gemma":0.003755686,"domain_scores_codex":[0.9994072,0.0003784369,0.00002313397,0.00008254742,0.00002312892,0.00008557532],"domain_scores_gemma":[0.9993116,0.0002578757,0.000144884,0.00006171593,0.00002821129,0.0001957139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9853226,0.001477034,0.0001601287,0.0003673255,0.0005837946,0.00001474974,0.00002419205,0.0002396132,0.0006959334,0.00007638206,0.001001067,0.01003715],"study_design_scores_gemma":[0.963432,0.03297562,0.001236245,0.00007396001,0.000769141,0.00002320958,0.00002097515,0.0002696821,0.0001824218,0.0002997787,0.0007053459,0.00001168226],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688812,0.01255677,0.00102741,0.002806232,0.002558832,0.002722539,0.002870129,0.0003455902,0.006231434],"genre_scores_gemma":[0.9732092,0.0050804,0.001661068,0.002760759,0.0009441319,0.003188223,0.001734732,0.00009717566,0.01132425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01816175,"threshold_uncertainty_score":0.0607571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164789170485545,"score_gpt":0.3626257953828868,"score_spread":0.3309779036780313,"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."}}