{"id":"W4379388509","doi":"10.1007/s43477-023-00087-2","title":"A Delphi Study to Prioritize Evidence-Based Strategies for Cardiovascular Disease Care in India","year":2023,"lang":"en","type":"article","venue":"Global Implementation Research and Applications","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Fogarty International Center; National Institutes of Health","keywords":"Delphi method; Audit; Psychological intervention; Medicine; Health care; Set (abstract data type); Quality (philosophy); Information and Communications Technology; Delphi; Process (computing); Resource (disambiguation); Knowledge management; Nursing; Medical education; Computer science; Business; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318498,0.00008556393,0.0001789443,0.0002321943,0.0002854258,0.00006147195,0.00006519581,0.0000203678,0.000009428869],"category_scores_gemma":[0.00007262404,0.00008619394,0.00008357805,0.001441169,0.00003708196,0.00009064144,0.00005300366,0.00008862591,0.00002654439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004238955,"about_ca_system_score_gemma":0.001472133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511828,"about_ca_topic_score_gemma":0.0006451659,"domain_scores_codex":[0.9981706,0.0001339763,0.0002609753,0.0003730988,0.0005606583,0.0005007419],"domain_scores_gemma":[0.998538,0.0001721092,0.00001821781,0.0002987364,0.0003151526,0.0006577761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002787082,0.001126931,0.5363632,0.004104289,0.0001983484,0.00008768423,0.00507517,0.0001869163,0.0001259463,0.01312004,0.007801267,0.4290231],"study_design_scores_gemma":[0.0033753,0.001364416,0.8538082,0.000102837,0.00006854386,0.000002277101,0.1227317,0.00004066321,0.00001544027,0.001180387,0.01720083,0.0001094505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758468,0.00153338,0.001787291,0.002392241,0.00002889635,0.01732819,0.000840427,0.0000750446,0.0001677571],"genre_scores_gemma":[0.9876442,0.0002288637,0.0003676019,0.0003505082,0.0001057164,0.01083183,0.0004531389,0.000008525263,0.00000964768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4289136,"threshold_uncertainty_score":0.3514887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853920630872613,"score_gpt":0.5557686739429892,"score_spread":0.3703766108557279,"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."}}