{"id":"W2301426291","doi":"10.1097/igc.0000000000000587","title":"Advances and Concepts in Cervical Cancer Trials","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Centre hospitalier universitaire de Québec","funders":"National Cancer Institute","keywords":"Medicine; Cervical cancer; Clinical trial; Micrometastasis; Cervix; Cancer; Family medicine; Gynecology; Metastasis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008436321,0.0001290682,0.0006874653,0.000181769,0.00001314125,0.00002568989,0.0001623566,0.000106083,0.001729006],"category_scores_gemma":[0.002361599,0.00007815796,0.0001474302,0.0001824431,0.00009889789,0.000189232,0.0000569428,0.0002638019,0.00000497874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814662,"about_ca_system_score_gemma":0.0003457628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533125,"about_ca_topic_score_gemma":0.0002299068,"domain_scores_codex":[0.9981305,0.0001486361,0.000743673,0.0001611867,0.0006457794,0.0001702449],"domain_scores_gemma":[0.9979817,0.0006582636,0.0003815129,0.00005020683,0.0006262086,0.0003020884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006441799,0.0005437374,0.6021142,0.00002964422,0.0003785426,0.0007789506,0.0002336658,0.0001896101,0.0002872945,0.0003277764,0.001158197,0.3875166],"study_design_scores_gemma":[0.04991755,0.003989924,0.7019547,0.000662402,0.0004538279,0.0004521066,0.0006321528,0.0001444076,0.00239464,0.01005949,0.2289251,0.0004137174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423037,0.03743614,0.00005788613,0.01384048,0.002845112,0.0002522863,0.00003478187,0.00001191574,0.003217675],"genre_scores_gemma":[0.9853615,0.01099151,0.0003673945,0.00200354,0.00107199,0.00003761394,0.000002572029,0.000007503959,0.000156388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871029,"threshold_uncertainty_score":0.9991835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1217383505144179,"score_gpt":0.4603740591977538,"score_spread":0.3386357086833359,"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."}}