{"id":"W4362634433","doi":"10.3390/curroncol30040307","title":"Histological and Genetic Diversity in Ovarian Mucinous Carcinomas: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"KRAS; Medicine; Ovarian cancer; Mucinous carcinoma; Mucinous Tumor; Mucinous cystadenoma; Genetic heterogeneity; Pathology; Tumor heterogeneity; Oncology; Cancer; Adenocarcinoma; Cancer research; Ovary; Internal medicine; Colorectal cancer; Biology; Gene; Genetics; Phenotype","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004385758,0.0001308781,0.0001972506,0.001013505,0.0003228324,0.0002267193,0.0001017885,0.0001613323,0.000894784],"category_scores_gemma":[0.0008684815,0.000112472,0.0001983067,0.0003997399,0.0002546643,0.0001808285,0.0003230781,0.000142549,0.0001123448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641908,"about_ca_system_score_gemma":0.0001666194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008556544,"about_ca_topic_score_gemma":0.0009857438,"domain_scores_codex":[0.9997844,0.00005453033,0.00002045722,0.00005245081,0.00004323885,0.00004491432],"domain_scores_gemma":[0.999465,0.0001536265,0.00008330471,0.00008997178,0.00007304519,0.0001350577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001487795,0.0004905497,0.8877386,0.00003849118,0.00006536216,0.003407907,0.0006577111,0.0001522219,0.09648024,0.00008774194,0.00005895515,0.009334419],"study_design_scores_gemma":[0.00005994423,0.002482783,0.9744138,0.000004702083,0.00006209304,0.01162417,0.0006886494,0.0005083277,0.009054397,0.00007651988,0.001015931,0.000008762247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997017,0.00005474998,0.00008919675,0.000002991821,9.089867e-7,0.00001353522,0.00002170135,0.000001190779,0.0001138707],"genre_scores_gemma":[0.9996607,0.00003884269,0.0001522326,0.000006002959,0.000003566849,0.000008577055,0.00006557859,0.000001339344,0.0000630229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001013505,"threshold_uncertainty_score":0.002993345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2288727075148804,"score_gpt":0.392083498068895,"score_spread":0.1632107905540146,"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."}}