{"id":"W4391116419","doi":"10.1093/jrsssa/qnae002","title":"Grace periods in comparative effectiveness studies of sustained treatments","year":2024,"lang":"en","type":"article","venue":"Journal of the Royal Statistical Society Series A (Statistics in Society)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Kaiser Permanente","keywords":"Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2591486,0.001611839,0.004962702,0.003481586,0.0006199544,0.003494588,0.002575062,0.00387856,0.00564513],"category_scores_gemma":[0.4507875,0.001124575,0.007380221,0.00330193,0.004252872,0.005428207,0.003534761,0.004574968,0.0002634683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003287644,"about_ca_system_score_gemma":0.003331591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948335,"about_ca_topic_score_gemma":0.0009469584,"domain_scores_codex":[0.7129841,0.2632156,0.008442165,0.00558551,0.007802519,0.001970182],"domain_scores_gemma":[0.4018826,0.5470772,0.02891888,0.01795554,0.002765633,0.001400214],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02383652,0.0008685744,0.0298177,0.008801751,0.03284189,0.0004232811,0.00155597,0.2285338,0.0008488938,0.4846766,0.004057619,0.1837375],"study_design_scores_gemma":[0.005849598,0.01364422,0.02760022,0.00468792,0.01390757,0.0004147683,0.0006587026,0.3386879,0.002067124,0.5762607,0.01574857,0.0004727446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1760138,0.05871196,0.7321494,0.008261473,0.001859407,0.004466103,0.00208319,0.0005618406,0.0158928],"genre_scores_gemma":[0.9168629,0.004360052,0.07009143,0.001564928,0.0006290307,0.003948309,0.0005537918,0.00009041911,0.001899165],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7408514,"threshold_uncertainty_score":0.9136016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2368553120899317,"score_gpt":0.4700912487190809,"score_spread":0.2332359366291491,"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."}}