{"id":"W3163351432","doi":"10.2196/26350","title":"A Study to Investigate the Prevalence of Device-Specific Errors in Inhaler Technique in Adults With Airway Disease (The SCORES Study): Protocol for a Single Visit Prevalence Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inhaler; Medicine; Protocol (science); Physical therapy; Asthma; Medical emergency; Intensive care medicine; Alternative medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05579264,0.004537047,0.006584262,0.003680523,0.004304371,0.002167908,0.003253757,0.005416715,0.02755705],"category_scores_gemma":[0.03919286,0.003959578,0.006006798,0.003685119,0.002976126,0.003335204,0.002695712,0.004555597,0.009246117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003749658,"about_ca_system_score_gemma":0.01672116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783694,"about_ca_topic_score_gemma":0.005039433,"domain_scores_codex":[0.9655482,0.02041784,0.006673718,0.002435063,0.003291691,0.001633478],"domain_scores_gemma":[0.9710181,0.006719006,0.005604418,0.005084925,0.009247752,0.002325827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4024546,0.1347319,0.08113282,0.08990356,0.004047219,0.002852271,0.01248004,0.00720882,0.01718151,0.01119971,0.05380854,0.1829991],"study_design_scores_gemma":[0.3729279,0.235641,0.2064767,0.0121198,0.002042484,0.0008495779,0.006285244,0.004364145,0.005603732,0.003872278,0.1488907,0.0009264106],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003851873,0.00008444564,0.0009783262,0.00004398506,0.00005499607,0.9938352,0.0007880859,0.0000247791,0.000338361],"genre_scores_gemma":[0.001391403,0.0000437949,0.001947498,0.00004977899,0.00001324457,0.996251,0.0001902636,0.000002510119,0.0001105054],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05579264,"threshold_uncertainty_score":0.2950633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156269532910764,"score_gpt":0.4974573530774792,"score_spread":0.2818303997864028,"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."}}