{"id":"W4382394889","doi":"10.25011/cim.v46i2.40272","title":"Video Education Program for Proper use of Inhalation Devices in Elderly COPD Patients","year":2023,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inhaler; COPD; Quality of life (healthcare); Physical therapy; Dry-powder inhaler; Inhalation; Patient education; Prospective cohort study; Asthma; Internal medicine; Nursing; Anesthesia","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":[0.0003041052,0.000135859,0.0001765413,0.0001795085,0.0001396213,0.0001020139,0.0001430573,0.0001794717,0.002674069],"category_scores_gemma":[0.00159674,0.00003180783,0.00019572,0.00008900417,0.0000520516,0.000103269,0.0002014988,0.000202815,0.000238478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462154,"about_ca_system_score_gemma":0.000416736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008714795,"about_ca_topic_score_gemma":0.001232373,"domain_scores_codex":[0.9998672,0.00005972768,0.000009554523,0.00001361548,0.00002044924,0.00002939915],"domain_scores_gemma":[0.9995863,0.0001383601,0.0001007334,0.00001214199,0.00005380973,0.0001086798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007262415,0.0292481,0.1964137,0.001480391,0.000114828,0.0006960538,0.001240432,0.0007082304,0.01578911,0.0001589259,0.00352063,0.7433672],"study_design_scores_gemma":[0.003133233,0.05947689,0.915703,0.000458808,0.0003247161,0.001155789,0.001241983,0.002806486,0.006432003,0.0001215527,0.009110335,0.00003519779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977958,0.0003607982,0.0004674964,0.0001447867,0.00002785881,0.000195925,0.00005295585,0.0000169642,0.0009374594],"genre_scores_gemma":[0.9963017,0.0004126079,0.002246568,0.0001416053,0.00004930234,0.000163945,0.00009371604,0.000001371318,0.0005892612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002674069,"threshold_uncertainty_score":0.008945644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214584998475047,"score_gpt":0.4024116425599381,"score_spread":0.1878266440848911,"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."}}