{"id":"W1673359815","doi":"10.1111/j.1440-1843.2011.01928.x","title":"Usage of spacers in respiratory laboratories and the delivered salbutamol dose of spacers available in Australia and New Zealand","year":2011,"lang":"en","type":"article","venue":"Respirology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Salbutamol; Medicine; Inhaler; Metered-dose inhaler; Bronchodilator; Peak flow meter; Anesthesia; Asthma; 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":[0.0007237153,0.0001456289,0.000507779,0.0003045243,0.00002249558,0.000004080657,0.0000699862,0.0002136156,0.0003254779],"category_scores_gemma":[0.0002178438,0.0001041896,0.00003613875,0.000336007,0.0007429637,0.00007524478,0.0000581019,0.0002400734,0.00001073357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071007,"about_ca_system_score_gemma":0.000209025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191728,"about_ca_topic_score_gemma":0.001663973,"domain_scores_codex":[0.9986598,0.0002798126,0.0004486639,0.0002391946,0.0001368843,0.0002356746],"domain_scores_gemma":[0.9992085,0.0001557434,0.0001884075,0.0002562401,0.00008294197,0.0001082215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006743697,0.0001219513,0.9578313,0.0001816345,0.00007778103,0.0001444911,0.006719636,0.00001918907,0.02101997,0.001588242,0.004979194,0.0005728771],"study_design_scores_gemma":[0.02864224,0.001464062,0.9246104,0.0002291168,0.0001519475,0.00004155426,0.001199079,0.0001161881,0.01900755,0.0004892292,0.02372315,0.0003254449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966466,0.001327413,0.00000156946,0.0003203863,0.00006979886,0.0003708245,0.000007118375,0.000008330821,0.001247921],"genre_scores_gemma":[0.9975022,0.0001794436,0.0001207372,0.0004949941,0.00003506846,0.000007124229,0.000001567602,0.00001366703,0.00164519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03322091,"threshold_uncertainty_score":0.4824959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230497548918123,"score_gpt":0.2826891158960913,"score_spread":0.2303841404069101,"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."}}