{"id":"W2007493872","doi":"10.1002/sim.2737","title":"Biased odds ratios from dichotomization of age","year":2006,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Columbia College","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health","keywords":"Odds; Odds ratio; Statistics; Demography; Medicine; Econometrics; Computer science; Logistic regression; Mathematics","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":[0.000474936,0.0001291712,0.0004343148,0.0001172102,0.00002486671,0.000006885709,0.0001163788,0.00006707286,0.0009053863],"category_scores_gemma":[0.005188711,0.0001044746,0.00001435691,0.0002488498,0.0002373639,0.00002562423,0.00001811292,0.0001354777,0.000004336126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003167205,"about_ca_system_score_gemma":0.00003368377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174229,"about_ca_topic_score_gemma":0.0004698907,"domain_scores_codex":[0.9984665,0.0001653662,0.0006848212,0.0001853682,0.0003354647,0.0001625107],"domain_scores_gemma":[0.9951679,0.004241405,0.000206207,0.0002312215,0.0001077926,0.00004544925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002912458,0.00009019744,0.00234905,0.00008710787,0.000009172802,0.00006494117,0.0002595122,0.000003456705,0.002184783,0.9766861,0.009199676,0.009036917],"study_design_scores_gemma":[0.001056817,0.00009400502,0.01890619,0.0002011099,0.00004672505,7.030186e-7,0.00006169672,0.004154466,0.0006008411,0.9746447,0.0001295366,0.0001032652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004449223,0.00004254776,0.9900383,0.00009985629,0.0001806886,0.0002036384,0.0004791711,0.00002236082,0.004484192],"genre_scores_gemma":[0.1903188,0.00001492141,0.8091294,0.00005922285,0.0001574274,0.00001156293,0.0001901395,0.00001581374,0.0001027276],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1858696,"threshold_uncertainty_score":0.9913346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253306517601675,"score_gpt":0.3872355764733088,"score_spread":0.3347025112972921,"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."}}