{"id":"W2117138219","doi":"10.6000/1927-7229.2012.01.01.4","title":"Ultrasound Diagnostics in Patients with Endometrial Carcinoma","year":2012,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ultrasound; Radiology; Carcinoma; Predictive value; Endometrium; Cervical carcinoma; Prospective cohort study; Surgery; Cancer; Cervical cancer; Obstetrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004076506,0.0001206793,0.0006929285,0.000441151,0.00001772236,0.00000620744,0.00007389374,0.0001270853,0.0003848398],"category_scores_gemma":[0.002350137,0.00007211178,0.0001434619,0.0006899507,0.00008696681,0.0001182366,0.00001845235,0.0003725715,0.00001943649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005677482,"about_ca_system_score_gemma":0.0002196699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001820271,"about_ca_topic_score_gemma":0.000006023104,"domain_scores_codex":[0.9984852,0.00008967528,0.0005520516,0.00008871179,0.0004384643,0.0003458969],"domain_scores_gemma":[0.9972983,0.001681995,0.0002351916,0.00009821795,0.0002385909,0.0004477136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007039176,0.002797338,0.9852912,0.00001125457,0.0001854018,0.0001672162,0.0000530487,0.00000190406,0.000007569942,0.000170025,0.0006372366,0.003638662],"study_design_scores_gemma":[0.02230249,0.009252287,0.9619255,0.00002871189,0.0005244011,0.000167501,0.000037097,0.000002185308,0.00005790102,0.00003871062,0.005590826,0.00007240924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948452,0.0004719868,0.00004217772,0.0004270684,0.0004576005,0.000155933,0.000004231991,0.000003068841,0.003592729],"genre_scores_gemma":[0.9977944,0.0000955792,0.0007122369,0.0004304329,0.0008878806,0.000001788889,0.000004840992,0.00001102828,0.00006184939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336569,"threshold_uncertainty_score":0.4213726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574020269023085,"score_gpt":0.3181882155087396,"score_spread":0.2924480128185087,"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."}}