{"id":"W4387622573","doi":"10.5114/pm.2023.132018","title":"The management of vaginal bleeding in advanced cervical cancer","year":2023,"lang":"en","type":"article","venue":"Medycyna Paliatywna","topic":"Family Support in Illness","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Medicine; Vaginal bleeding; Gynecology; Cancer; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300593,0.00009628557,0.0001543826,0.00008802489,0.0003273852,0.00003288098,0.0004883606,0.00006014111,0.0001570232],"category_scores_gemma":[0.00004693097,0.00007693332,0.00005111851,0.001206071,0.000233119,0.0001090281,0.0001236804,0.0001289465,0.00006851353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456223,"about_ca_system_score_gemma":0.00007679651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849339,"about_ca_topic_score_gemma":0.006145245,"domain_scores_codex":[0.9982557,0.0001044182,0.0002783629,0.000215617,0.0006286161,0.0005172514],"domain_scores_gemma":[0.9993856,0.0001945029,0.00008397708,0.0002116159,0.00004906396,0.00007522586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152071,0.0001085471,0.5587019,0.0003232877,0.0001736029,0.0001808441,0.0291115,0.0007885219,0.0002718573,0.1863549,0.009094111,0.2147757],"study_design_scores_gemma":[0.0009469507,0.00002774083,0.6221234,0.0003393864,0.00004207737,3.170933e-7,0.06407905,0.0004209315,0.0002693746,0.009150238,0.3022425,0.0003580292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237394,0.00043244,0.00001623186,0.006988906,0.002211741,0.0004625858,0.00001115284,0.000144856,0.06599269],"genre_scores_gemma":[0.9936043,0.001630271,0.0001270332,0.00008253018,0.0001001244,0.0001421625,0.000002930868,0.000013828,0.004296846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2931484,"threshold_uncertainty_score":0.4307367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362176986709203,"score_gpt":0.3486718210986128,"score_spread":0.3150500512315208,"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."}}