{"id":"W4224093915","doi":"10.1111/iju.14869","title":"Prognostic impact of insulin‐like growth factor‐I and its binding proteins, insulin‐like growth factor‐I binding protein‐2 and ‐3, on adverse histopathological features and survival outcomes after radical cystectomy","year":2022,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cystectomy; Insulin-like growth factor-binding protein; Oncology; Proportional hazards model; Insulin; Growth factor; Internal medicine; Bladder cancer; Insulin-like growth factor; Risk factor; Endocrinology; Cohort; Cancer; Receptor","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005831784,0.0004642604,0.0009953943,0.001150759,0.0001585907,0.00003898532,0.0003364584,0.0002800386,0.000127816],"category_scores_gemma":[0.00138105,0.0003434395,0.0003026965,0.0002447513,0.0003170384,0.000323525,0.000391133,0.001418307,0.00000313682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214183,"about_ca_system_score_gemma":0.0002652362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004737087,"about_ca_topic_score_gemma":0.000003410417,"domain_scores_codex":[0.9964924,0.0004380082,0.001008182,0.0005077854,0.001100547,0.0004530728],"domain_scores_gemma":[0.9976578,0.000489182,0.0008023699,0.0001503921,0.0004979142,0.0004023054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006536148,0.0006874547,0.9565697,0.000107255,0.0007216154,0.002060143,0.001026535,0.000003713589,0.03101474,0.0003783364,0.00006818225,0.0008261522],"study_design_scores_gemma":[0.00618191,0.006726086,0.9810857,0.00009304339,0.0001621384,0.003870224,0.0001245981,0.00003853184,0.0009493834,0.0002135814,0.0002343724,0.0003204439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951329,0.001731865,0.00003110051,0.001225974,0.0007524731,0.0007875147,0.0002476117,0.0000323019,0.00005827007],"genre_scores_gemma":[0.9987146,0.000364172,0.0002208036,0.0003255437,0.0001869477,0.00005249899,0.00002704759,0.00004674832,0.00006163066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03006536,"threshold_uncertainty_score":0.9999018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692306936894315,"score_gpt":0.2749903561054936,"score_spread":0.2580672867365504,"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."}}