{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014972,0.0005600303,0.0007221097,0.0005278388,0.002092532,0.001873976,0.0007746834,0.007471049,0.07349458],"category_scores_gemma":[0.01009205,0.0003340362,0.001266367,0.0003530604,0.001083356,0.004105792,0.002219581,0.00910592,0.03074652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009381213,"about_ca_system_score_gemma":0.003895789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006303346,"about_ca_topic_score_gemma":0.01298513,"domain_scores_codex":[0.9984561,0.0004610957,0.0001278387,0.0001302547,0.000575482,0.0002492497],"domain_scores_gemma":[0.9965062,0.0005651101,0.0003738254,0.0002317125,0.0009000214,0.001423139],"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":[0.0001042928,0.0003761233,0.001823781,0.0006764266,0.00003335916,0.0005249528,0.0004901579,0.00004586321,0.001023642,0.001332414,0.8748997,0.1186691],"study_design_scores_gemma":[0.0001088951,0.0003200558,0.006044587,0.001241701,0.00005518138,0.0009785439,0.0008920921,0.00007690045,0.0003431707,0.00236471,0.987529,0.00004506102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003323297,0.01849407,0.001337485,0.9216179,0.01907815,0.00009449157,0.0002427512,0.0004934624,0.03531839],"genre_scores_gemma":[0.04615786,0.05267173,0.0111921,0.7410181,0.02575783,0.0003329527,0.0005335039,0.0005751255,0.1217608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07349458,"threshold_uncertainty_score":0.2458639,"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."}}