{"id":"W1985783787","doi":"10.1071/nb07104","title":"Health impact assessment in urban settings","year":2007,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Environmental health; Environmental planning; Environmental science; Medicine; Public health; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004354996,0.000362857,0.0005431707,0.0001476846,0.0003866631,0.0001072401,0.0004206648,0.0001518431,0.005765345],"category_scores_gemma":[0.00007789802,0.0003350467,0.0001471352,0.000556484,0.0001741153,0.0001962568,0.0002969415,0.0006669361,0.001181353],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820408,"about_ca_system_score_gemma":0.0006432098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581271,"about_ca_topic_score_gemma":0.001274424,"domain_scores_codex":[0.9951862,0.0003418054,0.0009508642,0.0006290554,0.0008913749,0.002000718],"domain_scores_gemma":[0.9971156,0.0001066458,0.0004691487,0.0003924496,0.000005264792,0.001910867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001530428,0.0003707144,0.7900054,0.00002959773,0.00001381445,0.00001248927,0.01274608,0.00004393185,0.00002770304,0.0001141067,0.1278773,0.06874355],"study_design_scores_gemma":[0.0008110237,0.0002971911,0.7376985,0.00003014309,0.000001157628,0.000005993085,0.001965462,0.0000210151,0.000002838084,0.00006860594,0.2588499,0.000248237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104043,0.000288555,0.002883937,0.1665498,0.0003419521,0.001282427,0.00005559587,0.0001912451,0.01800223],"genre_scores_gemma":[0.9755129,0.00005599541,0.004697392,0.01754999,0.0002097541,0.0000134469,0.00007915579,0.00004957829,0.00183179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651086,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361352066914791,"score_gpt":0.3366390541598277,"score_spread":0.3130255334906798,"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."}}