{"id":"W2037889113","doi":"10.1002/sim.5530","title":"Efficient analysis of case‐control studies with sample weights","year":2012,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Estimator; Covariate; Statistics; Sample (material); Population; Sample size determination; Mathematics; Bootstrapping (finance); Robustness (evolution); Econometrics; Computer science","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":[0.0008312558,0.0001511388,0.0007353694,0.0003953418,0.00003386749,0.000001403114,0.00007808117,0.00003699465,0.0001280998],"category_scores_gemma":[0.003564691,0.00009571629,0.0000220609,0.0007008408,0.0003347388,0.00002287846,0.00002407307,0.0001316579,7.45479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000828697,"about_ca_system_score_gemma":0.00001515616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001199359,"about_ca_topic_score_gemma":0.0004528627,"domain_scores_codex":[0.9987212,0.00008348097,0.0004721508,0.0001379143,0.0003201688,0.0002650915],"domain_scores_gemma":[0.9936838,0.005470901,0.0002365203,0.0003044295,0.0002326654,0.00007169324],"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":[0.00005216123,0.0002024613,0.01833068,0.0002009965,0.001595472,0.0001998129,0.006087626,0.0003581073,0.0001061831,0.9705385,0.0007033108,0.001624681],"study_design_scores_gemma":[0.003211778,0.001356433,0.01130236,0.0007633663,0.01384489,0.0001577803,0.01118862,0.02832726,0.0008380226,0.9280299,0.000270478,0.0007091071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0736255,0.0006331108,0.9247649,0.00005107196,0.00005566232,0.0002407092,0.000292296,0.00004476446,0.0002919405],"genre_scores_gemma":[0.6264681,0.00002984323,0.3733858,0.00003086807,0.00003332355,0.0000197922,0.000008479999,0.000009888209,0.00001400847],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5528426,"threshold_uncertainty_score":0.4267525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146731685975503,"score_gpt":0.4553308516164282,"score_spread":0.3406576830188779,"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."}}