{"id":"W7032964428","doi":"","title":"Patient preferences for inhaler devices in chronic obstructive pulmonary disease: experience with Respimat&amp;reg; Soft Mist&amp;trade; Inhaler","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inhaler; COPD; Dry-powder inhaler; Pulmonary disease; Patient satisfaction; Bronchodilator; Inhalation; Asthma","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":[0.006364544,0.0002398124,0.001040917,0.0004647957,0.0002855144,0.0007723505,0.0003599352,0.0006433866,0.002517292],"category_scores_gemma":[0.01469985,0.0001504334,0.001387055,0.001372176,0.000283928,0.0009906499,0.0005585534,0.0005853623,0.0002315981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005273947,"about_ca_system_score_gemma":0.0005573165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008870431,"about_ca_topic_score_gemma":0.002184692,"domain_scores_codex":[0.9950626,0.002612764,0.0008387401,0.000222759,0.001101199,0.0001619563],"domain_scores_gemma":[0.9896035,0.007403962,0.001713812,0.0001195155,0.0008268931,0.0003322017],"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":[0.00318547,0.0008965186,0.1847774,0.01785956,0.001657518,0.0018185,0.01046943,0.000356966,0.002397381,0.0003709234,0.00682987,0.7693805],"study_design_scores_gemma":[0.001311439,0.01807434,0.7719048,0.01466247,0.005082204,0.03386452,0.03150443,0.001876274,0.005097655,0.0004990849,0.115631,0.0004916802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779172,0.3130206,0.001006083,0.002120308,0.0001493392,0.0001491529,0.0004631282,0.00001708735,0.005157124],"genre_scores_gemma":[0.864504,0.129228,0.002281898,0.001914448,0.0001988172,0.0001156911,0.0005066348,0.00001743908,0.001233123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006364544,"threshold_uncertainty_score":0.03365928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1377835062027731,"score_gpt":0.4599253339745763,"score_spread":0.3221418277718032,"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."}}