{"id":"W4405957906","doi":"10.1016/j.jamda.2024.105426","title":"Financial Conflicts of Interest among Geriatrics Journal Editors in the United States","year":2025,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Office of the Director; National Institutes of Health","keywords":"Medicine; Geriatrics; Conflict of interest; Gerontology; Family medicine; Finance; Psychiatry; Economics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003592252,0.0006327007,0.0009203469,0.0009253117,0.005277453,0.004676839,0.001041709,0.02211804,0.01738951],"category_scores_gemma":[0.02865969,0.0006261214,0.0006683169,0.0008787367,0.001708541,0.002094941,0.001781774,0.01261246,0.004844706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004242248,"about_ca_system_score_gemma":0.008840455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006222112,"about_ca_topic_score_gemma":0.01513351,"domain_scores_codex":[0.9967707,0.0007686974,0.0003984273,0.000267556,0.00114709,0.0006475124],"domain_scores_gemma":[0.977025,0.006570727,0.003661454,0.0003968814,0.005895148,0.006450687],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003809485,0.00003156225,0.002958369,0.00004008898,0.00001188717,0.00188207,0.0002384255,0.00003066696,0.0001017575,0.0009650137,0.9895217,0.00418047],"study_design_scores_gemma":[0.000145475,0.00009054445,0.008326258,0.0006961196,0.00006547303,0.005097543,0.002252502,0.0005597987,0.0003089613,0.002577295,0.9798131,0.00006683789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002557977,0.001983311,0.00006248267,0.9468648,0.02581101,0.00001960248,0.00007553362,0.00002545648,0.02259966],"genre_scores_gemma":[0.02821291,0.002874674,0.0003858991,0.8555464,0.08197812,0.0000624044,0.00007201248,0.00004026219,0.03082739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9964077,"threshold_uncertainty_score":0.05817372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049067975410725,"score_gpt":0.4867368119783447,"score_spread":0.2818300144372722,"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."}}