{"id":"W2079567702","doi":"10.1371/journal.pone.0078995","title":"Physical Status of Human Papillomavirus Integration in Cervical Cancer Is Associated with Treatment Outcome of the Patients Treated with Radiotherapy","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cervical cancer; Oncology; Internal medicine; Proportional hazards model; Radiation therapy; Cancer; Cervical intraepithelial neoplasia; Stage (stratigraphy); Medicine; Cervix; Survival analysis; Papillomaviridae; Biology","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":[0.0003227382,0.0001325525,0.0002166011,0.0002700228,0.0001920024,0.0003026088,0.0001516425,0.0002629491,0.00154739],"category_scores_gemma":[0.002245589,0.00006353885,0.0003444297,0.0004048991,0.0002137823,0.000151586,0.0002026709,0.00037622,0.0001812773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733031,"about_ca_system_score_gemma":0.0002045699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126065,"about_ca_topic_score_gemma":0.001175415,"domain_scores_codex":[0.99984,0.00004764592,0.00001696708,0.00003244655,0.00003414241,0.0000288478],"domain_scores_gemma":[0.9992158,0.000234575,0.0003207107,0.00004976907,0.00006525116,0.0001138495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002864363,0.00003590902,0.9925405,0.00001570903,0.00005710877,0.0000524421,0.00004667265,0.0001652811,0.001063963,0.00001516625,0.00007693184,0.005643946],"study_design_scores_gemma":[0.000002655801,0.0001131884,0.9991708,0.000003733732,0.00003150534,0.000115685,0.00004776056,0.0002541224,0.0001059721,0.00002685354,0.0001256422,0.000002188026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987316,0.0004336571,0.0001898582,0.00006205447,0.000007570285,0.00000445939,0.00008970364,0.00000667478,0.0004744967],"genre_scores_gemma":[0.9996965,0.00006548507,0.00003144263,0.000007309147,0.000004727271,0.000002825225,0.00007935628,0.000001562591,0.0001107317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154739,"threshold_uncertainty_score":0.005176544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06063315413007404,"score_gpt":0.3339306226945624,"score_spread":0.2732974685644883,"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."}}