{"id":"W3092262561","doi":"10.1007/s41030-020-00133-6","title":"Switching Inhalers: A Practical Approach to Keep on UR RADAR","year":2020,"lang":"en","type":"article","venue":"Pulmonary Therapy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inhaler; Asthma; Medicine; Intensive care medicine; Medical physics; Physical therapy; Internal medicine","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":[0.02313898,0.001814017,0.001931176,0.001733101,0.004209285,0.008738575,0.004827966,0.009465873,0.02563362],"category_scores_gemma":[0.07361433,0.001086539,0.00245221,0.0008222152,0.003487984,0.0159827,0.007935332,0.01864012,0.02962326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001550244,"about_ca_system_score_gemma":0.004889974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007593029,"about_ca_topic_score_gemma":0.001939466,"domain_scores_codex":[0.976801,0.01321739,0.002163581,0.001658767,0.005196183,0.0009630583],"domain_scores_gemma":[0.9527131,0.02307575,0.003704937,0.006857718,0.007228891,0.006419691],"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":[0.0005212264,0.001709526,0.004890288,0.001019696,0.000166821,0.002529659,0.00598612,0.0008794065,0.00479609,0.0143116,0.2862483,0.6769412],"study_design_scores_gemma":[0.0003565669,0.001954574,0.00523194,0.003811241,0.0002554346,0.01159126,0.007697145,0.004708521,0.005308078,0.06052374,0.8980585,0.0005030087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02410125,0.01473378,0.3318815,0.4539098,0.02347906,0.00248844,0.0003703889,0.01873126,0.1303044],"genre_scores_gemma":[0.1273977,0.01275924,0.5821791,0.1965942,0.01750199,0.002665285,0.0005596111,0.002767742,0.05757518],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02563362,"threshold_uncertainty_score":0.1223721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822718635127844,"score_gpt":0.3148810803947611,"score_spread":0.2326092168819767,"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."}}