{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061019,0.0002983721,0.0004498582,0.001048129,0.000857839,0.001527908,0.0005973467,0.0008614648,0.006160073],"category_scores_gemma":[0.004537092,0.0002551205,0.000717434,0.00202126,0.0005547344,0.00132764,0.0006155308,0.001071438,0.0006255425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007917447,"about_ca_system_score_gemma":0.001247292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0556167,"about_ca_topic_score_gemma":0.07871652,"domain_scores_codex":[0.9993755,0.0001983367,0.00005174989,0.000115174,0.0001490635,0.0001102941],"domain_scores_gemma":[0.9969857,0.0006848971,0.001037566,0.0001153441,0.0007592298,0.0004172983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477128,0.0003581548,0.9139383,0.000651099,0.0002709674,0.0005539898,0.002394598,0.00008985829,0.0006046148,0.0006894588,0.006246751,0.07395441],"study_design_scores_gemma":[0.00001185417,0.0001758512,0.9834321,0.0003106139,0.0001398983,0.0005047612,0.006069699,0.0002415375,0.00008159051,0.0005728247,0.00844085,0.00001841577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231739,0.03435024,0.001226039,0.02024794,0.00116172,0.0001074786,0.0008079013,0.0000183707,0.01890637],"genre_scores_gemma":[0.9600556,0.02531737,0.002247859,0.004881391,0.001139376,0.00008465174,0.0005873738,0.00001239103,0.00567413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0556167,"threshold_uncertainty_score":0.110586,"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."}}