{"id":"W4225248845","doi":"10.4103/efh.efh_256_18","title":"From millstones to milestones: Scaffolding a house of public health on political science foundations","year":2021,"lang":"en","type":"article","venue":"Education for Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Agency (philosophy); Public health; Politics; Mental health; Public relations; Health care; Health policy; Global health; Political science; Sociology; Medical education; Medicine; Social science; Nursing; Law","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":[0.006629073,0.0007523926,0.0003592846,0.001299257,0.007050166,0.006618847,0.001434342,0.001754828,0.04087625],"category_scores_gemma":[0.02701717,0.0004697427,0.0004614123,0.0008775774,0.007425982,0.008241549,0.01307087,0.0033801,0.004724116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004594762,"about_ca_system_score_gemma":0.005815969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677359,"about_ca_topic_score_gemma":0.008956132,"domain_scores_codex":[0.9939929,0.003913577,0.0001051771,0.0006577806,0.0005831615,0.0007474337],"domain_scores_gemma":[0.9813164,0.01119707,0.0008469876,0.001584362,0.001120839,0.003934412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002124347,0.001389017,0.01877684,0.0003650324,0.00001710663,0.001364888,0.2698553,0.002280574,0.004277018,0.2450325,0.1766062,0.2798231],"study_design_scores_gemma":[0.00005559709,0.0002316216,0.004971816,0.0005156035,0.00001372117,0.0002113141,0.09244593,0.002446064,0.001991735,0.1133794,0.7836785,0.00005855636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3467169,0.001070194,0.1238367,0.06382655,0.002333195,0.0009068365,0.0003431356,0.002662683,0.4583039],"genre_scores_gemma":[0.8900433,0.0004111692,0.0524287,0.002795264,0.0002686926,0.0004702534,0.0003504862,0.0006145427,0.05261759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04087625,"threshold_uncertainty_score":0.1367446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162549665689267,"score_gpt":0.427755487666055,"score_spread":0.3115005210971283,"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."}}