{"id":"W4390245991","doi":"10.1016/j.labinv.2023.100321","title":"Fibroblast Growth Factor Receptors and Ligands in Context of Bevacizumab Response in Ovarian Carcinoma: An Exploratory Analysis of AGO-OVAR11/ICON-7","year":2023,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"FGF1; Bevacizumab; FGF19; Context (archaeology); Fibroblast growth factor; Medicine; Internal medicine; Fibroblast growth factor receptor 4; Fibroblast growth factor receptor 1; Fibroblast growth factor receptor; Oncology; Ovarian cancer; Cancer research; Cancer; Biology; Receptor; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.0008423027,0.0001915122,0.0003738122,0.001119824,0.00003258997,0.00001754817,0.0001889297,0.0002492382,0.00001499908],"category_scores_gemma":[0.0007035185,0.0002099159,0.00005532871,0.003028945,0.0003050402,0.00004795491,0.000108794,0.0001603197,0.000002634462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005722142,"about_ca_system_score_gemma":0.0003982321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599177,"about_ca_topic_score_gemma":0.001072843,"domain_scores_codex":[0.997923,0.0005362871,0.000539661,0.0004572278,0.0002710079,0.0002728381],"domain_scores_gemma":[0.9988585,0.00009040024,0.0001969945,0.0004031711,0.0002931413,0.0001578488],"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":[0.0004861623,0.00002896283,0.2878076,0.00007047028,0.00005710653,0.000004124696,0.002334367,0.00006451558,0.7089956,0.00007872176,0.00004145482,0.00003088245],"study_design_scores_gemma":[0.0006081627,0.0003443258,0.4560598,0.00004224796,0.00001528089,1.994129e-7,0.001158519,0.0003162102,0.5412863,0.00003383109,0.00001447779,0.0001207027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992433,0.00007275586,0.000009942992,0.00009861391,0.00003624077,0.0002307316,0.0002879897,0.00001418811,0.000006289418],"genre_scores_gemma":[0.9993505,0.0000249566,0.00008361589,0.00004466711,0.00002219913,0.00003373142,0.0003993906,0.00002870747,0.00001226237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682522,"threshold_uncertainty_score":0.8560123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991568813325308,"score_gpt":0.2673812134588326,"score_spread":0.2474655253255795,"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."}}