{"id":"W2555503952","doi":"10.4187/respcare.04853","title":"Culturally Specific Evaluation of Inhaler Techniques in Asthma","year":2016,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of British Columbia; Centre for Advancing Health Outcomes","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Medicine; Inhaler; Psychological intervention; Context (archaeology); Asthma; Ethnic group; Family medicine; Physical therapy; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002446762,0.0003013386,0.0002197312,0.0002109776,0.0003929042,0.0002532962,0.0003340623,0.00020244,0.002180414],"category_scores_gemma":[0.004272981,0.00008307804,0.0003521456,0.0001448849,0.0003880409,0.0001824795,0.0005725417,0.0003692113,0.0001429864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005018945,"about_ca_system_score_gemma":0.001075125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440246,"about_ca_topic_score_gemma":0.003514348,"domain_scores_codex":[0.9985632,0.0009059687,0.0001044284,0.00006860386,0.00026086,0.00009704737],"domain_scores_gemma":[0.9984926,0.0006381076,0.0003169041,0.0001133816,0.000264403,0.0001747116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004034853,0.01161042,0.4691299,0.003193492,0.0003096381,0.001057805,0.05551709,0.001198159,0.05833231,0.0004430296,0.0009283794,0.3942448],"study_design_scores_gemma":[0.0005581944,0.0257909,0.908805,0.0006965902,0.000434789,0.001220949,0.02185593,0.0008329189,0.03060214,0.0004251579,0.008706032,0.00007137639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974952,0.000166662,0.0002696513,0.00006628103,0.000008752949,0.0002498445,0.00002278637,0.000004990743,0.00171592],"genre_scores_gemma":[0.9966144,0.0003790642,0.002122173,0.00006894785,0.000008254885,0.0003033775,0.00004174439,0.000003126121,0.0004589412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446762,"threshold_uncertainty_score":0.01293981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060413248458244,"score_gpt":0.3185807271289943,"score_spread":0.2779765946444118,"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."}}