{"id":"W4404685489","doi":"10.1002/pds.70048","title":"Core Concepts in Pharmacoepidemiology: New‐User Designs","year":2024,"lang":"en","type":"review","venue":"Pharmacoepidemiology and Drug Safety","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; GlaxoSmithKline (Canada)","funders":"National Institute on Aging; National Institutes of Health; Wellcome Trust","keywords":"Pharmacoepidemiology; Medicine; Core (optical fiber); Pharmacology; Engineering","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":[],"category_scores_codex":[0.3349425,0.001616949,0.005561276,0.00379194,0.001233436,0.007351642,0.00418218,0.00580976,0.007653052],"category_scores_gemma":[0.405897,0.001590536,0.003727537,0.004505697,0.01582897,0.01213794,0.006363317,0.01049476,0.001224303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977527,"about_ca_system_score_gemma":0.004394527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006946457,"about_ca_topic_score_gemma":0.0006044582,"domain_scores_codex":[0.5649352,0.3900914,0.01682108,0.007454576,0.0201139,0.0005838531],"domain_scores_gemma":[0.4728036,0.4836843,0.01198265,0.02140057,0.009155189,0.0009736812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001923211,0.0001203601,0.001664921,0.01536097,0.001653052,0.00009244151,0.001482254,0.001617536,0.0003398493,0.7071143,0.005656355,0.2629746],"study_design_scores_gemma":[0.002699848,0.003343637,0.00227761,0.01586261,0.001255927,0.0007794414,0.000516079,0.007738339,0.001523956,0.8245166,0.1392222,0.0002637331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.006051771,0.2673397,0.6666485,0.03127636,0.009063764,0.005452693,0.000627871,0.0003313319,0.01320801],"genre_scores_gemma":[0.1395945,0.1251454,0.6513442,0.03224513,0.01088956,0.03678305,0.0003150606,0.0003944502,0.003288617],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3349425,"threshold_uncertainty_score":0.8201343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8501668821614412,"score_gpt":0.6983936277080788,"score_spread":0.1517732544533624,"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."}}