{"id":"W4386857951","doi":"10.1097/01.ogx.0000979680.95107.1b","title":"Cervical Cancer Progression in Patients Waiting for Radiotherapy Treatment at a Referral Center in Ethiopia: A Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Radiation therapy; Stage (stratigraphy); Chemoradiotherapy; Referral; Cancer; Malignancy; Surgery; Chemotherapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007519757,0.000256046,0.0003611365,0.0009585954,0.001087858,0.0009129651,0.0004468665,0.0004626481,0.001250043],"category_scores_gemma":[0.001403775,0.0003841943,0.0005853594,0.001434633,0.0002575156,0.0006445604,0.000474864,0.0007669736,0.0002309533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008363067,"about_ca_system_score_gemma":0.0008843851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611764,"about_ca_topic_score_gemma":0.01717123,"domain_scores_codex":[0.9995492,0.0001057669,0.00005741986,0.00009901657,0.00005811471,0.0001304023],"domain_scores_gemma":[0.9989451,0.0001494446,0.0004459876,0.0000623704,0.0001705655,0.0002266302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009525724,0.00009944333,0.9989008,0.000009562417,0.00001806611,0.0001075903,0.0002807565,0.00001151654,0.00007798595,0.000008956619,0.00003750363,0.000352448],"study_design_scores_gemma":[0.00001533494,0.0004578999,0.9949374,0.00002595345,0.00005649455,0.0003920732,0.003500688,0.0001610869,0.00007786989,0.00001892161,0.0003455485,0.00001076721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995285,0.0001032459,0.00002289524,0.00001791693,0.000002990504,0.00001481023,0.0001787769,5.854383e-7,0.000130214],"genre_scores_gemma":[0.9995244,0.00009097508,0.0000417395,0.00003376157,0.00000458698,0.00002075706,0.0001890438,6.640339e-7,0.00009412361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611764,"threshold_uncertainty_score":0.03204763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147669444354413,"score_gpt":0.4488306524107418,"score_spread":0.3340637079753005,"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."}}