{"id":"W2997154006","doi":"10.3399/bjgp20x707717","title":"Our prescription for climate change: reduce and recycle inhalers!","year":2019,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Inhaler; Ozone layer; Medicine; Feeling; Medical emergency; Medical prescription; Environmental science; Asthma; Ozone; Meteorology; Nursing; Psychology","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":[0.0008337016,0.00007179989,0.0001994637,0.00007614127,0.0000802815,0.00007262087,0.00004141931,0.0000787498,0.00002941466],"category_scores_gemma":[0.0004645081,0.00007421472,0.00007931388,0.00006390825,0.00001251206,0.0008526198,0.00001992655,0.0002518133,0.00001678306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000362684,"about_ca_system_score_gemma":0.00005705812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002397335,"about_ca_topic_score_gemma":0.00000163707,"domain_scores_codex":[0.9990864,0.0001041145,0.0003196973,0.0001189295,0.0002148945,0.0001559315],"domain_scores_gemma":[0.9988625,0.00005112176,0.0003774166,0.00007464358,0.0005156141,0.000118683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008477208,0.001111938,0.003859914,0.001261971,0.0005105254,0.002071963,0.001336967,0.0001121936,0.2248337,0.0005200473,0.122688,0.6332155],"study_design_scores_gemma":[0.02003627,0.003881262,0.04417275,0.002445224,0.001241111,0.1213931,0.005435935,0.002957294,0.01335535,0.0001040001,0.7842503,0.0007274075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852278,0.004541344,0.00009048844,0.005427309,0.001070568,0.0004897299,0.00001068896,0.00001248064,0.003129577],"genre_scores_gemma":[0.9785045,0.004798539,0.007657255,0.004449904,0.002303995,0.000007899895,0.000006915179,0.00002786768,0.002243117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6615623,"threshold_uncertainty_score":0.3026389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400788216790773,"score_gpt":0.3372492381863678,"score_spread":0.2932413560184601,"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."}}