{"id":"W7135045775","doi":"10.1183/13993003/erj.38.suppl_55.p1986","title":"<i>In vitro</i> performance of an improved collapsible holding chamber (CHC) for the delivery of bronchodilators to patients receiving mechanical ventilation","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trudell Medical International (Canada)","funders":"","keywords":"Salbutamol; Mechanical ventilation; Inhaler; Tidal volume; Ventilation (architecture); Endotracheal tube; Work of breathing; Mouthpiece","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001449754,0.0005102579,0.0003827707,0.0001574172,0.0002772215,0.0004100585,0.0006063418,0.0005995553,0.00103898],"category_scores_gemma":[0.0009377059,0.0002614537,0.0005433319,0.0001959243,0.0003200745,0.000318928,0.000253366,0.0004159743,0.0003683631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004308872,"about_ca_system_score_gemma":0.0003474135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554201,"about_ca_topic_score_gemma":0.002553902,"domain_scores_codex":[0.9983689,0.0004473747,0.0002026728,0.0003546888,0.0003364802,0.0002899375],"domain_scores_gemma":[0.9987711,0.0004617939,0.0002208659,0.0002190336,0.0002329696,0.00009416648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004433938,0.0001877857,0.0009294531,0.00009891702,0.00001664148,0.00005450114,0.0000695074,0.0003900139,0.9964989,0.00003530047,0.00009622908,0.001179329],"study_design_scores_gemma":[0.00004176976,0.003641648,0.006551223,0.00001018455,0.00005372656,0.0001125653,0.00005476521,0.002101977,0.9865218,0.000008866839,0.0008884954,0.00001302574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929852,0.000787955,0.004277038,0.00006081039,0.00005899906,0.0001491166,0.0007378889,0.00006135932,0.0008817699],"genre_scores_gemma":[0.9838414,0.000508498,0.01269483,0.00009934922,0.00005568046,0.0002003458,0.001914012,0.00002995085,0.0006559229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554201,"threshold_uncertainty_score":0.007667124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589759146461929,"score_gpt":0.2613495536722385,"score_spread":0.2254519622076192,"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."}}