{"id":"W2168037807","doi":"10.1186/1710-1492-10-18","title":"Competence in metered dose inhaler technique among dispensers in Mekelle","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mekelle University","keywords":"Metered-dose inhaler; Medicine; Pharmacy; Inhaler; Asthma; Competence (human resources); Modalities; Family medicine; Medical education; Psychology; 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":[0.0007972061,0.0001980606,0.0001917658,0.0005220056,0.0007459319,0.0008556491,0.0003723758,0.0003431712,0.002715156],"category_scores_gemma":[0.002695983,0.0002891264,0.0001555574,0.0003487647,0.0004013046,0.0005020224,0.0006988655,0.0004615101,0.0002925469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007530442,"about_ca_system_score_gemma":0.001520406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008302937,"about_ca_topic_score_gemma":0.01398082,"domain_scores_codex":[0.9994267,0.00009558466,0.00006815276,0.00007669193,0.0001847164,0.0001482322],"domain_scores_gemma":[0.9983568,0.0004000489,0.0005300344,0.00005575158,0.0002885316,0.0003688479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005084775,0.0002260526,0.9765074,0.0001338846,0.000009618662,0.000812723,0.00966127,0.00003358319,0.001390903,0.0000708946,0.0001997095,0.01090303],"study_design_scores_gemma":[0.000006260004,0.0004226003,0.9734299,0.00009753951,0.00001185177,0.001295714,0.02247879,0.0002101469,0.000580993,0.00004841734,0.001405008,0.00001274828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999339,0.00009170773,0.00002576247,0.00006563763,0.000002481801,0.000009113078,0.00002033541,9.472357e-7,0.0004448952],"genre_scores_gemma":[0.9995279,0.0001237395,0.00006992964,0.0000347858,0.000001483479,0.000003428304,0.00001732409,4.934049e-7,0.0002210562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008302937,"threshold_uncertainty_score":0.01650918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720001376978225,"score_gpt":0.3019619575059166,"score_spread":0.2847619437361343,"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."}}