{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003806668,0.00008618364,0.000192486,0.0001813998,0.000021099,0.00002575607,0.0001297987,0.00001823103,0.0005948376],"category_scores_gemma":[0.00004568485,0.00006626035,0.000047723,0.00007604257,0.00006093211,0.0001051924,0.00005249784,0.0001617673,0.000004964909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602505,"about_ca_system_score_gemma":0.0001563314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004870304,"about_ca_topic_score_gemma":0.004146905,"domain_scores_codex":[0.9988979,0.00004940955,0.0003243813,0.0001160835,0.0004908172,0.0001213842],"domain_scores_gemma":[0.9991434,0.00001774084,0.0001669087,0.00004648541,0.0005574541,0.00006806279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000543487,0.00034337,0.9885209,0.000004273134,0.0003896504,0.0002240812,0.001892706,0.000005763083,0.001598275,0.000006834501,0.0006021504,0.005868488],"study_design_scores_gemma":[0.003093173,0.0004145015,0.9930484,0.0001219761,0.0000796649,0.0001207957,0.0009171134,0.00004604114,0.0003025468,0.00001947513,0.001769929,0.00006634377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953388,0.001051262,0.00001843886,0.001422299,0.0009788143,0.0001982635,0.00001169985,0.000005127652,0.0009753034],"genre_scores_gemma":[0.9976893,0.000744595,0.00001599214,0.0005441164,0.0008764894,0.00001122243,0.000001125227,0.00001233811,0.0001048155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802144,"threshold_uncertainty_score":0.6513055,"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."}}