{"id":"W3024176153","doi":"10.1158/1078-0432.ccr-19-4088","title":"FGFR2c Mesenchymal Isoform Expression Is Associated with Poor Prognosis and Further Refines Risk Stratification within Endometrial Cancer Molecular Subtypes","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Translational Research Institute Australia; Cancer Australia","keywords":"Endometrial cancer; Oncology; Internal medicine; Cohort; Proportional hazards model; Medicine; Biomarker; Cancer; Risk stratification; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004430983,0.0002017292,0.0001836889,0.0008009853,0.0002158735,0.0004002044,0.0001781175,0.0002118413,0.0008920668],"category_scores_gemma":[0.0007184395,0.000120906,0.0002135686,0.0004260202,0.0001798227,0.00009119497,0.0002836139,0.0002177075,0.0001831922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484558,"about_ca_system_score_gemma":0.0002022542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00682528,"about_ca_topic_score_gemma":0.01068203,"domain_scores_codex":[0.9998469,0.00003178456,0.00001549162,0.00004034036,0.00003824156,0.00002710339],"domain_scores_gemma":[0.9996892,0.00005320525,0.0001149884,0.00003407312,0.00005959791,0.00004897166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003495238,0.000007380023,0.98664,0.00001171564,0.0000365707,0.00009111414,0.00004050459,0.0001102576,0.009350669,0.00001709128,0.0000651541,0.00327999],"study_design_scores_gemma":[0.000006340497,0.00003454118,0.9976274,0.000003788742,0.00002773285,0.0003465168,0.00004671212,0.0006378719,0.001028502,0.00002247314,0.0002157126,0.000002341621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992315,0.0001763332,0.0001602123,0.00001303061,0.000001010849,0.000004951563,0.0001545653,0.000003935649,0.0002545455],"genre_scores_gemma":[0.9993203,0.0000614837,0.0002032269,0.000006703371,0.000002087516,0.000003858478,0.0002325162,0.000001807348,0.0001679902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00682528,"threshold_uncertainty_score":0.01357108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1229546010085618,"score_gpt":0.43718025295547,"score_spread":0.3142256519469082,"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."}}