{"id":"W7112711715","doi":"","title":"Prevalence of asthma and respiratory symptoms remains high in the general population: The Busselton Health Study","year":2025,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Asthma; Respiratory system; Respiratory disease; Disease; Epidemiology","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":[0.001289004,0.0003448366,0.0006862091,0.001127866,0.001362987,0.001584102,0.0009797507,0.001469686,0.002984869],"category_scores_gemma":[0.003049199,0.0007366447,0.0005073753,0.002072675,0.0006363841,0.001185508,0.001364408,0.001396581,0.0005135902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242782,"about_ca_system_score_gemma":0.001251985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1595733,"about_ca_topic_score_gemma":0.2398581,"domain_scores_codex":[0.9989257,0.0004192271,0.00006969436,0.0001844801,0.0001634136,0.0002374765],"domain_scores_gemma":[0.9984261,0.0001947391,0.0003504365,0.0001233743,0.0002936021,0.0006118125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009747467,0.00007087235,0.9976521,0.000007800885,0.00006728021,0.00009728698,0.0003480924,0.00001057366,0.00007749481,0.00003119601,0.0009016697,0.0006380848],"study_design_scores_gemma":[0.00001247125,0.0000232567,0.9989434,0.000007291642,0.00002756967,0.0000333573,0.0006867466,0.00002494825,0.000008810594,0.00001679644,0.0002116403,0.000003776532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966042,0.000449089,0.00002537592,0.0007556135,0.00002492772,0.00001552368,0.001151251,0.000003496219,0.0009705555],"genre_scores_gemma":[0.9973106,0.0003186977,0.00003787028,0.0003524142,0.00003068997,0.00002890729,0.0007487496,0.000004076535,0.001168028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595733,"threshold_uncertainty_score":0.3172891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798776917157385,"score_gpt":0.3733972530055475,"score_spread":0.3454094838339736,"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."}}