{"id":"W7111420190","doi":"10.1371/journal.pone.0335449.s004","title":"Information related to multivariate regression.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Adverse Event Reporting System; Multivariate analysis; Multivariate statistics; Risk assessment; Quarter (Canadian coin); Food and drug administration; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01580009,0.002058056,0.001947146,0.00502065,0.0004257123,0.002198179,0.002373174,0.001960062,0.1610593],"category_scores_gemma":[0.1341391,0.00102731,0.002940667,0.006154704,0.000781107,0.002725495,0.00263796,0.003523797,0.03189969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173807,"about_ca_system_score_gemma":0.002374221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004103731,"about_ca_topic_score_gemma":0.003481824,"domain_scores_codex":[0.9840276,0.01039615,0.001366191,0.001830883,0.002048054,0.0003312202],"domain_scores_gemma":[0.834394,0.1457345,0.006421022,0.008155574,0.004599476,0.0006954005],"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":[0.0007483585,0.0002178799,0.03033644,0.003596685,0.002456091,0.0003406044,0.0002208764,0.01687376,0.0001901144,0.02568892,0.550348,0.3689823],"study_design_scores_gemma":[0.0006088883,0.0004973344,0.04148179,0.003340019,0.001242157,0.0009509888,0.0003208642,0.3623799,0.0009605333,0.2055416,0.3823937,0.0002822267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01393735,0.0191387,0.6028656,0.02298809,0.005428093,0.002539891,0.259953,0.03088258,0.04226661],"genre_scores_gemma":[0.280039,0.01456267,0.4270674,0.008369295,0.007975078,0.01064459,0.1994743,0.01141281,0.04045489],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1610593,"threshold_uncertainty_score":0.5387971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09102122938446684,"score_gpt":0.4629138630223912,"score_spread":0.3718926336379244,"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."}}