{"id":"W4392653529","doi":"10.3389/ijph.2024.1606684","title":"A New Model for Ranking Schools of Public Health: The Public Health Academic Ranking","year":2024,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Health Canada","funders":"Université de Genève","keywords":"Public health; Benchmarking; Ranking (information retrieval); Public health informatics; Environmental health; Health promotion; International health; Analytics; Public relations; Medical education; Medicine; Political science; Data science; Business; Computer science; Marketing; Nursing","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.03300557,0.001899351,0.002449264,0.03091969,0.002326215,0.01583701,0.003824191,0.00252523,0.01580747],"category_scores_gemma":[0.1075367,0.0006823065,0.002665427,0.03816654,0.004372932,0.01617227,0.004724543,0.002734684,0.004337919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069492,"about_ca_system_score_gemma":0.01282685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02145831,"about_ca_topic_score_gemma":0.01823891,"domain_scores_codex":[0.9487219,0.0327002,0.003038635,0.004766889,0.008813797,0.001958401],"domain_scores_gemma":[0.9248525,0.04094951,0.005631186,0.006803463,0.0187174,0.00304591],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004286297,0.000682088,0.1156726,0.002220065,0.0009621538,0.0001316109,0.002761174,0.042682,0.000286389,0.3942736,0.09137411,0.3485256],"study_design_scores_gemma":[0.0004357906,0.001015887,0.06639086,0.001220492,0.0004613994,0.0005226157,0.006210407,0.318727,0.0006497263,0.4875914,0.1162576,0.0005168715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04859149,0.002953431,0.793111,0.02588043,0.002233635,0.003033053,0.01913058,0.005194774,0.09987155],"genre_scores_gemma":[0.4687891,0.001179723,0.5087651,0.001124848,0.0007309173,0.002923663,0.009507541,0.0005151673,0.006463859],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9690803,"threshold_uncertainty_score":0.1745523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322889187131747,"score_gpt":0.388615940379745,"score_spread":0.2563270216665703,"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."}}