{"id":"W4404947661","doi":"10.1377/hlthaff.2024.00747","title":"Reimagining Public Health","year":2024,"lang":"en","type":"letter","venue":"Health Affairs","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Public health; Business; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0268661,0.002509996,0.002679763,0.002516086,0.0321121,0.03072252,0.007241552,0.3009803,0.04904903],"category_scores_gemma":[0.06798538,0.00329375,0.00385128,0.001511577,0.01907643,0.01878748,0.01923909,0.1457887,0.02264741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01748465,"about_ca_system_score_gemma":0.0926656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07657302,"about_ca_topic_score_gemma":0.1341242,"domain_scores_codex":[0.9653804,0.006682193,0.002089522,0.002952771,0.008250557,0.01464457],"domain_scores_gemma":[0.9344795,0.0270036,0.002083314,0.002671944,0.007808754,0.02595299],"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":[0.00004025722,0.00007144727,0.0002022337,0.00006574779,0.00001426477,0.0004506589,0.000539876,0.0000570397,0.0003125165,0.02112319,0.9716033,0.005519474],"study_design_scores_gemma":[0.0001056153,0.00005312279,0.0008624871,0.0002857053,0.00002970773,0.000168163,0.001428791,0.0002115576,0.0002044825,0.01733742,0.9792419,0.00007109848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005438169,0.001122108,0.0002810586,0.9501352,0.02816473,0.00005601885,0.00005585662,0.00008926757,0.0195519],"genre_scores_gemma":[0.001833767,0.0002572336,0.0001665903,0.9508147,0.008053056,0.0000615679,0.00002012979,0.00004017487,0.03875282],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3009803,"threshold_uncertainty_score":0.1640854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724324538875131,"score_gpt":0.491206230016667,"score_spread":0.3187737761291539,"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."}}