{"id":"W2036387697","doi":"10.1097/igc.0000000000000245","title":"Quality of Life Research in Endometrial Cancer","year":2014,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Endometrial cancer; Quality (philosophy); Gynecology; Oncology; Cancer; 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":[0.002432107,0.000106243,0.0006401074,0.0006548321,0.00002141956,0.00001511255,0.0003419752,0.0001263662,0.003279106],"category_scores_gemma":[0.006531158,0.00006993691,0.0002401188,0.0006652573,0.0001477916,0.0000920062,0.00008554348,0.0005072265,0.000007545163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889854,"about_ca_system_score_gemma":0.0004706349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067305,"about_ca_topic_score_gemma":0.0003109807,"domain_scores_codex":[0.996744,0.0003815452,0.0009891499,0.0001708659,0.001478439,0.0002359944],"domain_scores_gemma":[0.9953237,0.002441369,0.0004548845,0.000102093,0.001460298,0.0002176242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0111288,0.001177437,0.8312448,0.00005506767,0.0005175134,0.00007258447,0.00007176152,0.000189087,0.003397951,0.001735755,0.0007162393,0.149693],"study_design_scores_gemma":[0.01728495,0.001670354,0.9617113,0.0002023733,0.00003702114,0.00001102459,0.00006009829,0.0000345525,0.002098044,0.003252695,0.01353522,0.0001024116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985386,0.002041667,0.00006590891,0.006364503,0.001850746,0.0001742176,0.00002566347,0.000005133784,0.004086124],"genre_scores_gemma":[0.9956889,0.00159733,0.0002486684,0.0007511477,0.001539788,0.00003106037,0.000002240835,0.000008006301,0.0001328494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495906,"threshold_uncertainty_score":0.997632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2355642581175627,"score_gpt":0.4984798347598638,"score_spread":0.262915576642301,"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."}}