{"id":"W2813750132","doi":"10.1002/ijc.31650","title":"Pre‐diagnostic circulating insulin‐like growth factor‐I and bladder cancer risk in the European Prospective Investigation into Cancer and Nutrition","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; World Cancer Research Fund; Medical Research Council; Institut Gustave-Roussy; Medical Research Council Canada; Deutsche Krebshilfe; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; Ministerie van Volksgezondheid, Welzijn en Sport; International Arctic Research Center, University of Alaska, Fairbanks; Cancerfonden; Vetenskapsrådet; Cancer Research UK; European Regional Development Fund; World Health Organization; European Commission; Deutsches Krebsforschungszentrum; Institut National de la Santé et de la Recherche Médicale; Hellenic Health Foundation; Kræftens Bekæmpelse; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung","keywords":"Medicine; Bladder cancer; Risk factor; Prospective cohort study; European Prospective Investigation into Cancer and Nutrition; Cancer; Oncology; Insulin-like growth factor; Internal medicine; Growth factor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002642125,0.0003989204,0.0007796703,0.001106041,0.0004772955,0.000997198,0.0005236666,0.0007462067,0.001164523],"category_scores_gemma":[0.004196529,0.0005509673,0.0009392555,0.001993927,0.0003051516,0.0003840368,0.0005511028,0.0006599265,0.0002005067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609047,"about_ca_system_score_gemma":0.0003900453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634613,"about_ca_topic_score_gemma":0.006311131,"domain_scores_codex":[0.9984653,0.0006786889,0.0001809808,0.0003224601,0.0002232687,0.0001292059],"domain_scores_gemma":[0.9976858,0.0005386087,0.0007876488,0.0003542541,0.0002639116,0.0003696906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005335074,0.00003576268,0.9974568,0.00002298677,0.0002532286,0.00009404436,0.00005009623,0.00003899932,0.0003209403,0.00001996424,0.00009393268,0.001079623],"study_design_scores_gemma":[0.00002159819,0.00006904337,0.9992113,0.000007897761,0.00008474325,0.0002143104,0.00002799927,0.0001110049,0.00005266095,0.00001500793,0.000180937,0.000003490194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961966,0.002366056,0.0003311038,0.00005641025,0.00002399767,0.00002020097,0.0004969303,0.000006940892,0.0005017426],"genre_scores_gemma":[0.9977253,0.0006642978,0.0003665911,0.00007315423,0.00002267287,0.00002675249,0.0007341331,0.000004981024,0.0003820147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008634613,"threshold_uncertainty_score":0.01716876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405557626933799,"score_gpt":0.2960525738233997,"score_spread":0.2819969975540617,"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."}}