{"id":"W2786507366","doi":"10.1177/1753465817751346","title":"A review of the <i>in vitro</i> and <i>in vivo</i> valved holding chamber (VHC) literature with a focus on the AeroChamber Plus Flow-Vu Anti-static VHC","year":2018,"lang":"en","type":"review","venue":"Therapeutic Advances in Respiratory Disease","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Medicine; Inhalation; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000721692,0.0007737159,0.001109326,0.003375544,0.0003158468,0.001028656,0.0007446858,0.0008924301,0.005701613],"category_scores_gemma":[0.001912617,0.0003054025,0.001040957,0.003089083,0.0004048852,0.001439769,0.0005243149,0.0009462373,0.001550586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005280151,"about_ca_system_score_gemma":0.002001316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374824,"about_ca_topic_score_gemma":0.002245676,"domain_scores_codex":[0.9995969,0.00006957816,0.0001021172,0.00006763055,0.0001396532,0.00002413213],"domain_scores_gemma":[0.9989768,0.0006319226,0.0001751684,0.00002390744,0.0001598606,0.00003242324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009843488,0.0000863879,0.0002883535,0.150452,0.0002435739,0.0002531379,0.0001675838,0.0003944882,0.002842426,0.003223537,0.03250595,0.809444],"study_design_scores_gemma":[0.00001202027,0.000162742,0.00130438,0.02280365,0.0004757351,0.001598918,0.0001084187,0.00008707759,0.0008800416,0.0009307567,0.9716119,0.00002439897],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001523642,0.9983871,0.0001391727,0.0001847892,0.0001445114,0.000008044761,0.00005098114,0.000006825195,0.0009262025],"genre_scores_gemma":[0.0007212037,0.9983536,0.0002345819,0.0001585601,0.00009664301,0.000009258235,0.00004381862,0.000001852201,0.0003804933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005701613,"threshold_uncertainty_score":0.01907378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278237765071081,"score_gpt":0.327184581321307,"score_spread":0.2944022036705962,"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."}}