{"id":"W3014272799","doi":"10.1111/apa.15288","title":"The use of short‐acting beta‐2 adrenergic receptor agonists for asthma increased among Finnish and Swedish children from 2006 to 2017","year":2020,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"Suomen Tuberkuloosin Vastustamisyhdistyksen Säätiö; Tampereen Tuberkuloosisäätiö; Maud Kuistilan Muistosäätiö; Jalmari ja Rauha Ahokkaan Säätiö; Väinö ja Laina Kiven Säätiö; Suomen Lääketieteen Säätiö","keywords":"Asthma; Medicine; Medical prescription; Inhaled corticosteroids; Asthma medication; B2 receptor; Pediatrics; Demography; Family medicine; Environmental health; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061004,0.000213142,0.0003898325,0.00005793338,0.0002501805,0.00007618984,0.0001791745,0.000102768,0.00003791459],"category_scores_gemma":[0.00134228,0.0001529116,0.0001809968,0.0002421767,0.0001119155,0.000146018,0.0001227253,0.000159439,0.000006914528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001971416,"about_ca_system_score_gemma":0.0001335647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003169655,"about_ca_topic_score_gemma":0.00003567938,"domain_scores_codex":[0.9985436,0.00006673457,0.0003866696,0.0004028514,0.0002823968,0.0003178111],"domain_scores_gemma":[0.9979795,0.0008358592,0.0001666585,0.0003240432,0.0001240716,0.0005699332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00074161,0.0001056374,0.7182622,0.00004782321,0.0001660637,0.00001209105,0.0001912219,0.00001116967,0.001956201,0.000003487256,0.2501924,0.02831011],"study_design_scores_gemma":[0.001120342,0.000494848,0.8420657,0.0000417399,0.0002975139,0.000001895614,0.0001157317,0.0001647752,0.001210538,0.000003135858,0.1542488,0.0002349891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946392,0.00126665,0.00005943753,0.002229481,0.00011847,0.0007923389,0.0007762274,0.00005850369,0.00005971294],"genre_scores_gemma":[0.9954203,0.0002129499,0.001038044,0.001545812,0.001372202,0.00005154085,0.0002636042,0.00004039132,0.00005516382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238035,"threshold_uncertainty_score":0.6235553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693397537572229,"score_gpt":0.2524445525499657,"score_spread":0.2255105771742434,"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."}}