{"id":"W2920246803","doi":"10.1002/ijc.32090","title":"Gallstones and incident colorectal cancer in a large pan‐European cohort study","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; World Cancer Research Fund; Medical Research Council; European Social Fund; Institut Gustave-Roussy; Medical Research Council Canada; Deutsche Krebshilfe; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; NordForsk; Vetenskapsrådet; Cancerfonden; World Health Organization; European Commission; Cancer Research UK; Deutsches Krebsforschungszentrum; Institut National de la Santé et de la Recherche Médicale; Hellenic Health Foundation; Kræftens Bekæmpelse; National Research Council; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung; Centre International de Recherche sur le Cancer","keywords":"Medicine; Colorectal cancer; Gallstones; Cohort; Internal medicine; Cohort study; Cancer; Oncology","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":[0.001636727,0.0004724618,0.0006427241,0.0007592689,0.0008550879,0.001038898,0.000566221,0.0008332085,0.001363192],"category_scores_gemma":[0.002617177,0.0006988262,0.0009796834,0.002055069,0.0002376235,0.0007193462,0.0008636918,0.001021906,0.0003390846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004416523,"about_ca_system_score_gemma":0.0005322422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02024078,"about_ca_topic_score_gemma":0.02390365,"domain_scores_codex":[0.9990457,0.0003238488,0.00009646747,0.0002838494,0.000141667,0.0001083753],"domain_scores_gemma":[0.9985494,0.0001274008,0.0003754731,0.0003921248,0.0002196543,0.0003359926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006035788,0.00009586952,0.9967144,0.00002842521,0.0005240177,0.0001544837,0.0001342171,0.00004682683,0.0004226868,0.00003509088,0.0004374915,0.000802871],"study_design_scores_gemma":[0.00005675801,0.00005976152,0.9990731,0.000008216562,0.0001250466,0.0001461378,0.00008426407,0.0001141323,0.00001834301,0.00001680221,0.0002907253,0.000006548079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958292,0.0005208824,0.0002339838,0.0001119433,0.0000182144,0.00005436518,0.002630774,0.00001077222,0.0005899628],"genre_scores_gemma":[0.9966159,0.0003383945,0.0003368284,0.0001191468,0.00001741677,0.00007643884,0.002094655,0.000007804609,0.0003933745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02024078,"threshold_uncertainty_score":0.04024595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009985276154278837,"score_gpt":0.3365271114883308,"score_spread":0.326541835334052,"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."}}