{"id":"W2139698261","doi":"10.1378/chest.120.5.1480","title":"Patient Handling of a Dry-Powder Inhaler in Clinical Practice","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Inhaler; Dry-powder inhaler; Asthma; Significant difference; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008621479,0.0000704477,0.0002154673,0.0001342404,0.00004157426,0.00001265329,0.00003747299,0.00009920767,0.0002533234],"category_scores_gemma":[0.001064096,0.00005338062,0.0001060332,0.0001566021,0.00005614111,0.0001378973,0.00001779502,0.0005744372,0.0000385167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004599331,"about_ca_system_score_gemma":0.000186697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000335661,"about_ca_topic_score_gemma":0.000002482471,"domain_scores_codex":[0.9986913,0.0001179625,0.0006912912,0.00009563854,0.0002621819,0.0001415856],"domain_scores_gemma":[0.9990307,0.0001593631,0.0002819413,0.000109124,0.0002813958,0.0001374507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001868871,0.002681135,0.8009518,0.0001417555,0.0001825174,0.004753698,0.003345935,0.000174649,0.003250569,0.00007071943,0.003200485,0.1793778],"study_design_scores_gemma":[0.01205361,0.001591673,0.4155001,0.001562002,0.0002312183,0.005765844,0.005499272,0.00124699,0.005426179,0.00006200086,0.5506703,0.0003908275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870573,0.0004853992,0.0002391669,0.0009480832,0.0003214262,0.0000879963,2.695952e-7,0.000006802204,0.01085359],"genre_scores_gemma":[0.9952732,0.0003339648,0.001910094,0.001776507,0.0004440417,0.000001005468,8.246617e-7,0.00001010012,0.0002503117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5474698,"threshold_uncertainty_score":0.2773713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282070329293629,"score_gpt":0.3580443425110025,"score_spread":0.3152236392180662,"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."}}