{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084108,0.0002366873,0.0003583192,0.0001033543,0.0002097359,0.0001233737,0.0003823198,0.0003851635,0.0002589852],"category_scores_gemma":[0.004237873,0.000178995,0.0001126505,0.0007196623,0.0005858066,0.00002011187,0.0002784544,0.0009185353,0.00001283655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000554413,"about_ca_system_score_gemma":0.0006422735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004325887,"about_ca_topic_score_gemma":0.0003442456,"domain_scores_codex":[0.9958165,0.001072149,0.0005379086,0.0009987584,0.0009700358,0.0006046084],"domain_scores_gemma":[0.9979213,0.0003516351,0.0002188851,0.0003429076,0.0007219136,0.0004433185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003714287,0.0002136832,0.2341726,0.00009208376,0.0003537513,0.00001291599,0.0002972701,0.00003350781,0.749258,0.00002801821,0.007837837,0.003986042],"study_design_scores_gemma":[0.00430026,0.004014166,0.04673257,0.0001879659,0.0000669025,0.000001932634,0.0002635719,0.0004410763,0.9381722,0.0001173509,0.005210976,0.0004909949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924905,0.001817032,0.00008936782,0.004323257,0.00008253189,0.0008085857,0.0002201386,0.00002189357,0.0001467445],"genre_scores_gemma":[0.9966679,0.001473428,0.0002693486,0.0003568264,0.0003877117,0.0003695227,0.00006367499,0.00006246025,0.0003491576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889143,"threshold_uncertainty_score":0.7299204,"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."}}