{"id":"W4309548090","doi":"10.20944/preprints202211.0353.v1","title":"The Relationship between Association between Blood Pressure and Risk of Cancer Development","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Internal medicine; Cancer; Blood pressure; Meta-analysis; Confounding; Oncology; Observational study; Relative risk; Gastrointestinal cancer; Colorectal cancer; Confidence interval","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":[0.001391668,0.0002325144,0.0003402048,0.00004688279,0.000336732,0.00001807675,0.0004250308,0.0003905204,0.00006687797],"category_scores_gemma":[0.0009320479,0.0002147376,0.0001354123,0.00007088706,0.00006403558,0.000003558228,0.001715478,0.0006860383,0.000005306983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004608943,"about_ca_system_score_gemma":0.0004267463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006142549,"about_ca_topic_score_gemma":0.0002338644,"domain_scores_codex":[0.9979315,0.0003348406,0.0005089548,0.0006276304,0.0003410478,0.0002560644],"domain_scores_gemma":[0.9980353,0.0002422619,0.0007883607,0.0007115661,0.0001397344,0.00008276253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000215908,0.00002014993,0.9946029,0.00009500046,0.002003615,1.425137e-8,0.0003697599,0.0001290142,0.001262585,0.00002636589,0.000346857,0.001122116],"study_design_scores_gemma":[0.0002483299,0.000007914067,0.6813374,0.00002166279,0.001129926,1.147873e-7,0.00002766489,4.964225e-7,0.01094945,0.0001855501,0.305934,0.0001574816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855905,0.0108957,0.0000267299,0.000138102,0.001894916,0.0004868936,0.000401062,0.00001778084,0.0005483074],"genre_scores_gemma":[0.9845381,0.005565137,0.00009374193,0.0000127309,0.004154163,0.0003181738,0.0002997203,0.00003237797,0.004985859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132656,"threshold_uncertainty_score":0.8756745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431000075159816,"score_gpt":0.33299452163126,"score_spread":0.2686845208796618,"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."}}