{"id":"W4399851207","doi":"10.7759/cureus.62769","title":"Translating Risk Ratios, Baseline Incidence, and Proportions Diseased to Correlations and Chi-Squared Statistics: Simulation Epidemiology","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Statistics; Epidemiology; Incidence (geometry); Demography; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01231826,0.001280677,0.001127147,0.001866245,0.0003923031,0.001838978,0.001461316,0.001748192,0.004669693],"category_scores_gemma":[0.08256073,0.0009163674,0.001411749,0.002001621,0.001221027,0.001911556,0.001487938,0.002112269,0.0005225843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926407,"about_ca_system_score_gemma":0.002166278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02199897,"about_ca_topic_score_gemma":0.00904145,"domain_scores_codex":[0.9910669,0.007669052,0.0002245121,0.0004988713,0.0003741967,0.0001665309],"domain_scores_gemma":[0.9128379,0.08062993,0.002594689,0.001903146,0.001728852,0.0003054859],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001414746,0.00009711571,0.01034394,0.0001818819,0.0001836583,0.0001229619,0.0002103041,0.9280945,0.000234978,0.04355635,0.001336949,0.01549601],"study_design_scores_gemma":[0.00008684886,0.00008755281,0.001250456,0.0001016256,0.00005862079,0.00007839423,0.00006023049,0.9633787,0.0002938,0.0326639,0.001906567,0.00003324277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1126976,0.001577623,0.8731915,0.001612857,0.0002687952,0.0005274047,0.00102476,0.0007639611,0.008335543],"genre_scores_gemma":[0.6617923,0.00205358,0.3284127,0.0005508278,0.0001625542,0.001760812,0.0008579142,0.0002059878,0.004203328],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9876817,"threshold_uncertainty_score":0.06514591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4383869941747232,"score_gpt":0.5765670152101082,"score_spread":0.138180021035385,"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."}}