{"id":"W2063517886","doi":"10.1093/eurpub/ckm064","title":"Health needs and public health functions addressed in French public health journals","year":2007,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Medical Research and Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Public health; Health promotion; Environmental health; Medicine; International health; Communicable disease; Public health informatics; Legislation; Health policy; Global health; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2965331,0.0005559471,0.001964064,0.004532497,0.003458139,0.000473554,0.001218393,0.0001857886,0.002052462],"category_scores_gemma":[0.02066118,0.0004579087,0.0002387118,0.004085064,0.0003570135,0.002352563,0.0004178323,0.007901446,0.0002676284],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071847,"about_ca_system_score_gemma":0.0494017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799441,"about_ca_topic_score_gemma":0.005687604,"domain_scores_codex":[0.8314406,0.1294847,0.01617102,0.00151754,0.006757585,0.01462864],"domain_scores_gemma":[0.9693731,0.004045494,0.007334947,0.0008052933,0.0014908,0.01695036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000391112,0.0008348095,0.04434565,0.0009210365,0.000104178,0.0001116925,0.0183685,8.349656e-7,0.000003783678,0.00110854,0.2227777,0.7113841],"study_design_scores_gemma":[0.003003145,0.002797019,0.2641648,0.0008646976,0.000002276302,0.0002448245,0.02141198,0.00002534517,7.827618e-8,0.00007418269,0.7071823,0.0002293578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02819742,0.03372902,0.06606077,0.8606806,0.002099977,0.001415552,0.000111315,0.0001181729,0.0075871],"genre_scores_gemma":[0.8332799,0.04460798,0.003433262,0.1129828,0.003611523,0.00001687131,0.0001141273,0.0001982689,0.001755237],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8050825,"threshold_uncertainty_score":0.9997873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4690563469100285,"score_gpt":0.5326758319765601,"score_spread":0.06361948506653164,"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."}}