{"id":"W2910424394","doi":"10.17269/s41997-018-0171-1","title":"Why public health matters today more than ever: the convergence of health and social policy","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Social determinants of health; Health policy; Health care; Public health; Social policy; Political science; Public policy; Social Welfare; International health; Normative; Sociology; Medicine; Law; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03911984,0.0003863111,0.00147378,0.001294565,0.002989652,0.0001213003,0.001071126,0.000312018,0.0006723932],"category_scores_gemma":[0.002925639,0.0003097233,0.0001960593,0.001337567,0.0005734722,0.001193472,0.0001301876,0.002599767,0.00006970162],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004775709,"about_ca_system_score_gemma":0.185231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4728483,"about_ca_topic_score_gemma":0.2239199,"domain_scores_codex":[0.9769396,0.01432381,0.003532239,0.0004787889,0.001050417,0.003675119],"domain_scores_gemma":[0.9844639,0.001256058,0.005584111,0.0007243826,0.001271737,0.006699808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002589847,0.00009016069,0.3997345,0.00365685,0.0001558968,0.000009422142,0.1471787,9.290455e-7,0.000002549972,0.02963869,0.3615617,0.05794479],"study_design_scores_gemma":[0.0009063167,0.0006080619,0.1864368,0.0003644058,0.000004151775,0.00007013832,0.0731609,0.00001515061,1.83255e-7,0.0002945036,0.7379311,0.0002083253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2236496,0.003964202,0.0003352212,0.7685454,0.00182798,0.00125446,0.0002025801,0.00002309317,0.0001974555],"genre_scores_gemma":[0.5810392,0.000975546,0.0001716603,0.4166337,0.0007956935,0.00001482855,0.00002644408,0.00005683651,0.0002860911],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3763694,"threshold_uncertainty_score":0.9999355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5134733642203325,"score_gpt":0.5074506928898183,"score_spread":0.006022671330514262,"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."}}