{"id":"W4416918689","doi":"10.1001/jamanetworkopen.2025.46110","title":"Grant Funding for Immigrant Cardiovascular Health Research in the US and Canada","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University Health Centre","funders":"Daiichi Sankyo Europe; Novartis Pharmaceuticals Canada; Novo Nordisk; Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Regeneron Pharmaceuticals; Janssen Pharmaceuticals; Bayer","keywords":"Immigration; Cardiovascular health; Government (linguistics); Health services research; Health care; Public health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00700103,0.0003591359,0.0006730523,0.003362462,0.006971209,0.003362424,0.001639736,0.0008908101,0.01178137],"category_scores_gemma":[0.02744055,0.000356291,0.0007945491,0.005093368,0.001857712,0.0008690204,0.003451297,0.001650699,0.0008040254],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0405311,"about_ca_system_score_gemma":0.2329536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814774,"about_ca_topic_score_gemma":0.9889525,"domain_scores_codex":[0.991882,0.001473019,0.0005075232,0.0003212772,0.002502812,0.003313362],"domain_scores_gemma":[0.9464915,0.005587333,0.004995308,0.001118835,0.02204374,0.01976331],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004772132,0.000168802,0.7290523,0.0009217361,0.0004069876,0.0004365189,0.004008454,0.0002812035,0.0002778891,0.01414157,0.1587834,0.09104384],"study_design_scores_gemma":[0.0001226355,0.0002051744,0.8688935,0.001586803,0.0003091333,0.0004876042,0.0186571,0.0005225675,0.0002913896,0.001171973,0.1076688,0.00008336295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204333,0.0198821,0.0011629,0.1095362,0.003434133,0.0006971096,0.06939248,0.0003402963,0.1751215],"genre_scores_gemma":[0.9317936,0.01016093,0.002103925,0.007169911,0.0004063472,0.0003485939,0.009594603,0.00006289618,0.03835913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.992999,"threshold_uncertainty_score":0.2940751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223216880366542,"score_gpt":0.4171771381138153,"score_spread":0.2948554500771611,"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."}}