{"id":"W2158224660","doi":"10.1111/ppe.12107","title":"Case–Crossover Designs for More Patient‐Centred Epidemiology","year":2014,"lang":"en","type":"letter","venue":"Paediatric and Perinatal Epidemiology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anesthesiology; Medicine; Library science; Columbia university; Citation; Original research; Family medicine; Media studies; Sociology; Psychiatry; 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001638364,0.0009589895,0.003002423,0.0003071736,0.0002971108,0.00001220986,0.0004240625,0.003067338,0.0001529043],"category_scores_gemma":[0.04267703,0.0008163633,0.0005339307,0.0001642619,0.0008618318,0.0001288479,0.0003429757,0.002167348,0.00002421334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001586644,"about_ca_system_score_gemma":0.00008687114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190285,"about_ca_topic_score_gemma":0.000006613124,"domain_scores_codex":[0.9929148,0.001916175,0.001909234,0.001403721,0.0001286528,0.001727435],"domain_scores_gemma":[0.9259295,0.07140365,0.001395015,0.000834463,0.0002115836,0.0002257786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007852452,0.00002000695,0.001036542,0.001136079,0.0001193123,0.0009791693,0.0002588746,0.000005536993,0.000001772538,0.02097948,0.9688302,0.006554492],"study_design_scores_gemma":[0.0004306035,0.0005151011,0.00001503684,0.00003283794,0.0001946734,0.004219692,0.00005486166,0.0005938612,0.000007885262,0.4214716,0.5717164,0.0007474294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004141053,0.02577697,0.43112,0.5267987,0.002310097,0.005171156,0.002314682,0.001531775,0.0008355944],"genre_scores_gemma":[0.008599785,0.001251383,0.2850059,0.6943128,0.006986104,0.001449684,0.0009387189,0.0003189974,0.001136614],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4004921,"threshold_uncertainty_score":0.9994287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3168554497927606,"score_gpt":0.4274504641419578,"score_spread":0.1105950143491971,"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."}}