{"id":"W2790784065","doi":"10.1186/s12889-018-5160-z","title":"EXPOsOMICS: final policy workshop and stakeholder consultation","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Medical Research Council; Generalitat de Catalunya; Departament de Salut, Generalitat de Catalunya; Centres de Recerca de Catalunya; World Health Organization","keywords":"Medicine; Biostatistics; Public health; Stakeholder; Epidemiology; Environmental health; Health policy; Family medicine; Nursing; Public relations; Pathology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017015,0.0001673109,0.0001795293,0.0001096761,0.0004437246,0.00008949221,0.0001572471,0.00008307205,0.001039225],"category_scores_gemma":[0.0008975361,0.0001678818,0.00002132554,0.0004272643,0.0005435797,0.0004869833,0.0001726316,0.0001986145,0.0007830572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617256,"about_ca_system_score_gemma":0.0004452203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406641,"about_ca_topic_score_gemma":0.001182519,"domain_scores_codex":[0.9975519,0.0003316112,0.0003750052,0.0006036893,0.0003344497,0.0008033129],"domain_scores_gemma":[0.9986112,0.0002380549,0.0001761751,0.0003305435,0.00001522799,0.0006288392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004573837,0.0003189962,0.2789566,0.0001048395,0.00001581282,0.000004732171,0.01554775,0.00002710454,0.0004985817,0.003430686,0.01248347,0.6885657],"study_design_scores_gemma":[0.001426952,0.0002429812,0.8306248,0.00003341139,0.000003416353,0.00002994197,0.002224774,0.0017229,0.00006855588,0.000897613,0.1623772,0.0003474812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952455,0.00006696162,0.01805225,0.01796057,0.0001061505,0.0006677899,0.00002044878,0.00008763269,0.01058323],"genre_scores_gemma":[0.9819863,0.0001636923,0.006351808,0.01032116,0.0002886066,0.00003784067,0.00001844293,0.00002673687,0.0008053807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6882182,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365808709674827,"score_gpt":0.3350676832466941,"score_spread":0.1984868122792114,"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."}}