{"id":"W7084107985","doi":"10.64628/aa.hkhndaju5","title":"First Nations Australians are more likely to present to hospital with asthma and allergies – new research","year":2025,"lang":"en","type":"article","venue":"","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asthma; Allergy; Epidemiology; MEDLINE; Public health","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":[],"consensus_categories":[],"category_scores_codex":[0.00005103309,0.00008155843,0.0000701545,0.0002037981,0.0001935904,0.0001356997,0.0001493101,0.00003443333,0.00002430936],"category_scores_gemma":[0.00002900349,0.0000710341,0.00001015531,0.0006516183,0.00002691102,0.00007456855,0.00008404438,0.0001064834,0.00001342429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003941981,"about_ca_system_score_gemma":0.00002966589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397753,"about_ca_topic_score_gemma":0.0009656291,"domain_scores_codex":[0.9994321,0.000003083583,0.0000812967,0.0001645079,0.0001263611,0.0001926625],"domain_scores_gemma":[0.9995563,0.00004027529,0.000004950559,0.0001903036,0.0001055038,0.0001026528],"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":[0.000008854143,0.00006345565,0.0009621053,0.0002143733,0.00004233734,0.000004473771,0.001600527,0.02054772,0.000378552,0.01246711,0.957691,0.006019549],"study_design_scores_gemma":[0.0002829083,0.0001964185,0.03418139,0.0006070846,0.00001116881,0.000004061309,0.001750996,0.008800975,0.01370227,0.001497487,0.9385011,0.0004641372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04987531,0.0002499752,0.7703972,0.1471936,0.00005810303,0.001643462,0.00002505358,0.001582397,0.02897487],"genre_scores_gemma":[0.8735052,0.00003750865,0.1012309,0.00008949197,0.00004637871,0.0003337215,0.000003149571,0.00002012575,0.02473352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8236299,"threshold_uncertainty_score":0.2896686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213097586010522,"score_gpt":0.3213135657496553,"score_spread":0.2991825898895501,"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."}}