{"id":"W4247877142","doi":"10.1093/eurpub/ckz077","title":"European Public Health News","year":2019,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Political science; Environmental health; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008111002,0.001784655,0.001262467,0.003573712,0.002973954,0.01692198,0.002951521,0.02039587,0.1861175],"category_scores_gemma":[0.02786249,0.0007238124,0.001892517,0.003641508,0.002462898,0.0078158,0.005363306,0.01282888,0.1228448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004275335,"about_ca_system_score_gemma":0.009063076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229169,"about_ca_topic_score_gemma":0.002955801,"domain_scores_codex":[0.9913653,0.001400126,0.0005660527,0.001130587,0.003710893,0.001827093],"domain_scores_gemma":[0.9898723,0.002796244,0.0008200066,0.00117353,0.002834652,0.00250321],"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":[0.00002430223,0.00001976799,0.00006056417,0.0001515294,0.000005590381,0.0001056309,0.00003214276,0.000008406671,0.00003352962,0.004464573,0.9730103,0.02208369],"study_design_scores_gemma":[0.000008041331,0.000006329433,0.0001705478,0.0001888482,0.000002694626,0.00006735769,0.00003667095,0.000005327265,0.00002654498,0.0006025134,0.998881,0.000004062125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004593021,0.04063045,0.000644682,0.3381846,0.211566,0.0001415519,0.005002362,0.0008547578,0.4025163],"genre_scores_gemma":[0.009049261,0.0272105,0.001268287,0.4723427,0.0599224,0.0003611421,0.006149418,0.0007132664,0.4229831],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1861175,"threshold_uncertainty_score":0.6226249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2910853078207603,"score_gpt":0.450949146303862,"score_spread":0.1598638384831017,"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."}}