{"id":"W2971381351","doi":"10.1002/sim.8320","title":"Discussion of Schuemie et al: “A plea to stop using the case‐control design in retrospective database studies”","year":2019,"lang":"en","type":"letter","venue":"Statistics in Medicine","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Pharmacoepidemiology; Epidemiology; Family medicine; Plea; Biostatistics; Pharmacoeconomics; Library science; Medical prescription; Internal medicine; Political 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01898692,0.000610779,0.003039989,0.0004708229,0.00006798173,0.00001595108,0.0006405137,0.0004534698,0.0002214922],"category_scores_gemma":[0.4009951,0.0003238898,0.00008051813,0.0007365479,0.0007697383,0.00005062449,0.0003311794,0.003796142,0.000008797886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005988748,"about_ca_system_score_gemma":0.0002539113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002940466,"about_ca_topic_score_gemma":0.000162874,"domain_scores_codex":[0.9879526,0.00638655,0.002745251,0.0009594022,0.001272559,0.0006835726],"domain_scores_gemma":[0.8163872,0.1808535,0.0009688042,0.00130215,0.0004067295,0.00008161791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002540257,0.00008044598,0.0001173541,0.0008213679,0.0002351937,0.006250531,0.001265596,0.00009684519,0.00009797767,0.01563146,0.9739583,0.001190952],"study_design_scores_gemma":[0.005689263,0.001100296,0.000129224,0.007416442,0.0009708605,0.0001458171,0.001770587,0.005076339,0.00002734525,0.9671036,0.009856165,0.0007140861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003376124,0.0001690497,0.7250943,0.2662786,0.001593868,0.002474582,0.004271844,0.00001875938,0.00006526132],"genre_scores_gemma":[0.0002980636,0.000163345,0.7557408,0.2425519,0.0008450917,0.00008659769,0.00003701317,0.0001188491,0.0001583157],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9641021,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5841074927165224,"score_gpt":0.605698572106588,"score_spread":0.02159107939006555,"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."}}