{"id":"W1929488001","doi":"10.1111/1753-6405.12425","title":"Environmental attributable fractions in remote Australia: the potential of a new approach for local public health action","year":2015,"lang":"en","type":"article","venue":"Australian and New Zealand Journal of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Department of Health, Government of Western Australia; Cancer Australia","keywords":"Action (physics); Public health; Environmental health; Geography; Environmental planning; Medicine; Physics; Nursing","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":[0.03064377,0.0005856496,0.000912094,0.003258699,0.001646949,0.003280184,0.001690118,0.001087411,0.00286051],"category_scores_gemma":[0.06176189,0.0003374146,0.0006901392,0.001736072,0.003780325,0.00535919,0.006562717,0.001695331,0.0001770619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827773,"about_ca_system_score_gemma":0.00774229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05168464,"about_ca_topic_score_gemma":0.0609692,"domain_scores_codex":[0.9847947,0.01083652,0.0008359656,0.001196267,0.001876445,0.0004600624],"domain_scores_gemma":[0.9665657,0.02031058,0.004806777,0.003510353,0.003627007,0.001179629],"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":[0.0003175655,0.0004117378,0.3599038,0.003643065,0.000616728,0.0005518254,0.02247997,0.01155346,0.001525484,0.05113347,0.006762502,0.5411003],"study_design_scores_gemma":[0.0001050812,0.001375502,0.6968662,0.004313478,0.0004293773,0.0007192846,0.03456856,0.03203966,0.002059576,0.1499068,0.07721408,0.0004024366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5559866,0.02295463,0.2058169,0.08493941,0.0006297656,0.00190854,0.001430566,0.0009547729,0.1253789],"genre_scores_gemma":[0.9591819,0.002054949,0.03471462,0.001767786,0.0001799996,0.0004756364,0.0001065881,0.00003580736,0.001482707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05168464,"threshold_uncertainty_score":0.1620617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3475957901721966,"score_gpt":0.3899362542517896,"score_spread":0.04234046407959302,"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."}}