{"id":"W2060902909","doi":"10.3138/ptc.2013-31","title":"An Improvised “Blow Glove” Device Produces Similar PEP Values to a Commercial PEP Device: An Experimental Study","year":2014,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Biomedical engineering; 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":[0.002503769,0.000919128,0.0008274548,0.0007755362,0.0003977639,0.0005560896,0.0007961679,0.0007720264,0.002607926],"category_scores_gemma":[0.002259058,0.0004098258,0.001045567,0.0002852733,0.001150952,0.001138543,0.0005934683,0.001220406,0.0003248457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025344,"about_ca_system_score_gemma":0.0004429836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004071011,"about_ca_topic_score_gemma":0.0003102057,"domain_scores_codex":[0.9979942,0.0005778489,0.0002568763,0.0003953988,0.000394301,0.0003814972],"domain_scores_gemma":[0.9975902,0.001167758,0.0004289691,0.0003220334,0.0001924681,0.0002986564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03818785,0.09674991,0.005806276,0.0007069382,0.0001921878,0.0004212465,0.000770206,0.0007533686,0.8381448,0.0003771637,0.0002790429,0.01761084],"study_design_scores_gemma":[0.00156638,0.7122436,0.01710321,0.00004475224,0.0002771667,0.0005772444,0.0003855461,0.003177805,0.2635261,0.0001147852,0.0009348799,0.00004861026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985372,0.000157745,0.0008843055,0.0000157195,0.00002677454,0.0002042407,0.00004063283,0.000008235306,0.0001252091],"genre_scores_gemma":[0.9933223,0.0005162793,0.004493384,0.00007869388,0.00007062394,0.0004763138,0.0002860185,0.00001616933,0.0007401657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607926,"threshold_uncertainty_score":0.01324135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893685871111873,"score_gpt":0.3429263637776155,"score_spread":0.3239895050664968,"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."}}