{"id":"W1872069258","doi":"10.1002/14651858.cd000045.pub2","title":"Bronchopulmonary hygiene physical therapy for chronic obstructive pulmonary disease and bronchiectasis","year":2011,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Alberta","funders":"","keywords":"Bronchiectasis; Medicine; Pulmonary disease; Airway; Intensive care medicine; COPD; Internal medicine; Lung; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001573334,0.001116137,0.01058199,0.0003918251,0.0001197036,0.0000333096,0.0006541645,0.0001673032,0.0001053088],"category_scores_gemma":[0.003835795,0.0006793888,0.001804738,0.000528579,0.0004794138,0.0002952896,0.0002742915,0.0004642158,0.00009048277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890241,"about_ca_system_score_gemma":0.0007511335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001922106,"about_ca_topic_score_gemma":0.000001444641,"domain_scores_codex":[0.9935608,0.001038979,0.002804856,0.001212107,0.0007413452,0.0006419324],"domain_scores_gemma":[0.9919481,0.00228444,0.002045829,0.002710257,0.0003300221,0.0006813675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001457882,0.0002824259,0.000001128027,0.6870078,0.0003183062,0.00004372081,0.00003215077,2.847462e-8,0.00003628797,0.0001027775,0.0002912055,0.3117384],"study_design_scores_gemma":[0.0005837149,0.0004135362,0.00001412547,0.7402176,0.0052501,0.0003834993,0.0000194348,0.00006731704,0.000006218901,0.00006493932,0.2524999,0.0004795746],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001566001,0.9684038,0.000260633,0.00001216553,0.0001632856,0.02837166,0.00261438,0.00004215684,0.0001163098],"genre_scores_gemma":[0.0000189133,0.984742,0.002361625,0.0000136255,0.0005407277,0.009150028,0.002768401,0.000160491,0.0002441911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3112589,"threshold_uncertainty_score":0.9995657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09210357892896455,"score_gpt":0.3952048674658437,"score_spread":0.3031012885368792,"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."}}